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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.13.1` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.24.0` | `0.29.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.56.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.13.1 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/856157a2f3e9594954310df18fdccc31ffddebe9\"\u003e\u003ccode\u003e856157a\u003c/code\u003e\u003c/a\u003e v5.17.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5b7dcb0d36c242d8d85920a81c564ef3a86ca6dd\"\u003e\u003ccode\u003e5b7dcb0\u003c/code\u003e\u003c/a\u003e MRoPE continued (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48594\"\u003e#48594\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50bbcc630ed1675d15d2def3877c88d6c2630415\"\u003e\u003ccode\u003e50bbcc6\u003c/code\u003e\u003c/a\u003e [fix] Update stale expected strings in HunYuanVL integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48646\"\u003e#48646\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8bcd79c4c77a529bc34d6e19f7d718164b7fa6a\"\u003e\u003ccode\u003ee8bcd79\u003c/code\u003e\u003c/a\u003e [Quantizaiton]support 5/6/7 bits in AutoRound (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48481\"\u003e#48481\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3283d5f78ed6836d39430c8190a6e0500be78698\"\u003e\u003ccode\u003e3283d5f\u003c/code\u003e\u003c/a\u003e [fix] Update stale golden values and fix expected_logits shape in FlavaForPre...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5f47b5aad791b69dff597b903614fb2bef8b88a1\"\u003e\u003ccode\u003e5f47b5a\u003c/code\u003e\u003c/a\u003e [tests] Fix integration test golden values broken by fast image processor def...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/fc501343edfccdc840eb8594a6cafa8185c2de53\"\u003e\u003ccode\u003efc50134\u003c/code\u003e\u003c/a\u003e Add Fun-ASR-Nano model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46180\"\u003e#46180\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d9fe823d1cedbba33dd0aeef08f773abe971688e\"\u003e\u003ccode\u003ed9fe823\u003c/code\u003e\u003c/a\u003e Fix YOLOS device mismatch with device_map=\u0026quot;auto\u0026quot; (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46886\"\u003e#46886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cbc1651a032b923da7f4b44b3d0e6f68e6ba6b55\"\u003e\u003ccode\u003ecbc1651\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eGenerate\u003c/code\u003e] Avoid unconditionally downloading remote hub file (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48620\"\u003e#48620\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/bd05a4b2baf8b37b8f64c0c2c70d2628583f7c2a\"\u003e\u003ccode\u003ebd05a4b\u003c/code\u003e\u003c/a\u003e Honor \u003ccode\u003eshift_labels\u003c/code\u003e in decoder-only LLM/VLM losses (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48493\"\u003e#48493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.13.1...v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca 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the minor-update group with 172 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.128.0` | `0.141.1` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.21.0` | `0.29.0` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.6.2.post1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [arrow](https://github.com/arrow-py/arrow) | `1.3.0` | `1.4.0` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.1.7` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [harfile](https://github.com/schemathesis/harfile) | `0.3.0` | `0.5.0` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.4.3` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.10.2` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [hypothesis-graphql](https://github.com/Stranger6667/hypothesis-graphql) | `0.11.1` | `0.13.2` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonpointer](https://github.com/stefankoegl/python-json-pointer) | `3.0.0` | `3.1.1` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-subtests](https://github.com/pytest-dev/pytest-subtests) | `0.14.1` | `0.15.0` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tomli](https://github.com/hukkin/tomli) | `2.2.1` | `2.4.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.2` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.0.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/856157a2f3e9594954310df18fdccc31ffddebe9\"\u003e\u003ccode\u003e856157a\u003c/code\u003e\u003c/a\u003e v5.17.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5b7dcb0d36c242d8d85920a81c564ef3a86ca6dd\"\u003e\u003ccode\u003e5b7dcb0\u003c/code\u003e\u003c/a\u003e MRoPE continued (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48594\"\u003e#48594\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50bbcc630ed1675d15d2def3877c88d6c2630415\"\u003e\u003ccode\u003e50bbcc6\u003c/code\u003e\u003c/a\u003e [fix] Update stale expected strings in HunYuanVL integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48646\"\u003e#48646\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8bcd79c4c77a529bc34d6e19f7d718164b7fa6a\"\u003e\u003ccode\u003ee8bcd79\u003c/code\u003e\u003c/a\u003e [Quantizaiton]support 5/6/7 bits in AutoRound (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48481\"\u003e#48481\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3283d5f78ed6836d39430c8190a6e0500be78698\"\u003e\u003ccode\u003e3283d5f\u003c/code\u003e\u003c/a\u003e [fix] Update stale golden values and fix expected_logits shape in FlavaForPre...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5f47b5aad791b69dff597b903614fb2bef8b88a1\"\u003e\u003ccode\u003e5f47b5a\u003c/code\u003e\u003c/a\u003e [tests] Fix integration test golden values broken by fast image processor def...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/fc501343edfccdc840eb8594a6cafa8185c2de53\"\u003e\u003ccode\u003efc50134\u003c/code\u003e\u003c/a\u003e Add Fun-ASR-Nano model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46180\"\u003e#46180\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d9fe823d1cedbba33dd0aeef08f773abe971688e\"\u003e\u003ccode\u003ed9fe823\u003c/code\u003e\u003c/a\u003e Fix YOLOS device mismatch with device_map=\u0026quot;auto\u0026quot; (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46886\"\u003e#46886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cbc1651a032b923da7f4b44b3d0e6f68e6ba6b55\"\u003e\u003ccode\u003ecbc1651\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eGenerate\u003c/code\u003e] Avoid unconditionally downloading remote hub file (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48620\"\u003e#48620\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/bd05a4b2baf8b37b8f64c0c2c70d2628583f7c2a\"\u003e\u003ccode\u003ebd05a4b\u003c/code\u003e\u003c/a\u003e Honor \u003ccode\u003eshift_labels\u003c/code\u003e in decoder-only LLM/VLM losses (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48493\"\u003e#48493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/1b0fe9c6acf3ac2ec7f4a0fd13bccfc0b65ce765\u0026quot;\u0026gt;\u0026lt;code\u0026gt;1b0fe9c\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(ci): security audit slack message format (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/757\u0026quot;\u0026gt;#757\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a ...\n\n_Description has been truncated_","html_url":"https://github.com/davidmcc73/vllm/pull/19","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/davidmcc73%2Fvllm/issues/19","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/19/packages"},{"uuid":"5439641474","node_id":"PR_kwDOTkHpUc8AAAABDVCxuA","number":20,"state":"open","title":"Bump the minor-update group across 1 directory with 190 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.10.4` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.24.0` | `0.29.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.56.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.10.4 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/huggingface/transformers/commits/v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/1b0fe9c6acf3ac2ec7f4a0fd13bccfc0b65ce765\u0026quot;\u0026gt;\u0026lt;code\u0026gt;1b0fe9c\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(ci): security audit slack message format (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/757\u0026quot;\u0026gt;#757\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/7efac22872a53ae3b30a15f8e786404322f10458\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7efac22\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; [MPS] Fast load of the tensors (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/756\u0026quot;\u0026gt;#756\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Additional commits viewable in \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/compare/v0.7.0...v0.8.0\u0026quot;\u0026gt;compare view\u0026lt;/a\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;/details\u0026gt;\n\n\u0026lt;br /\u0026gt;\u003c/code\u003e\u003c/pre\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e....\n\n_Description has been truncated_","html_url":"https://github.com/AmnO-O/VLLM/pull/20","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmnO-O%2FVLLM/issues/20","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/20/packages"},{"uuid":"5429926428","node_id":"PR_kwDOUOphvM8AAAABDNlTUA","number":10,"state":"open","title":"Bump the minor-update group across 1 directory with 188 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sion":"0.16.1"},{"name":"s3transfer","old_version":"0.10.3","new_version":"0.19.2","repository_url":"https://github.com/boto/s3transfer"},{"name":"sacrebleu","old_version":"2.4.3","new_version":"2.6.0","repository_url":"https://github.com/mjpost/sacrebleu"},{"name":"schemathesis","old_version":"4.21.6","new_version":"4.26.1","repository_url":"https://github.com/schemathesis/schemathesis"},{"name":"scikit-learn","old_version":"1.5.2","new_version":"1.7.2","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.69.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"b12x","old_version":"1.2.6","new_version":"1.3.0"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 188 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.15.0` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.27.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.3` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.90` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.90` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| b12x | `1.2.6` | `1.3.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.15.0 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.15.0...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.13.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.25.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.13.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.13.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=...\n\n_Description has been 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the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/star...\n\n_Description has been 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torch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"zentorch","old_version":"2.11.0.0","new_version":"2.13.0.0","repository_url":"https://github.com/amd/ZenDNN-pytorch-plugin"},{"name":"helion","old_version":"1.1.0","new_version":"1.4.0","repository_url":"https://github.com/pytorch/helion"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 170 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.6.2.post1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.1.7` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.4.3` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.10.2` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.2` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/1b0fe9c6acf3ac2ec7f4a0fd13bccfc0b65ce765\u0026quot;\u0026gt;\u0026lt;code\u0026gt;1b0fe9c\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(ci): security audit slack message format (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/757\u0026quot;\u0026gt;#757\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/7efac22872a53ae3b30a15f8e786404322f10458\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7efac22\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; [MPS] Fast load of the tensors (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/756\u0026quot;\u0026gt;#756\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Additional commits viewable in \u0026lt;a href=\u0026quot;htt...\n\n_Description has been 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the minor-update group with 189 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| pynvvideocodec | `2.1.0` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.0` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: w...\n\n_Description has been truncated_","html_url":"https://github.com/jarrelscy/vllm-dsvf41-sm120/pull/5","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/jarrelscy%2Fvllm-dsvf41-sm120/issues/5","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/5/packages"},{"uuid":"5419154300","node_id":"PR_kwDOTw8DQM8AAAABDFAY5w","number":15,"state":"open","title":"Bump the minor-update group across 1 directory with 190 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.26.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.26.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.26.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. 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entelemetry-exporter-otlp-proto-grpc","old_version":"1.35.0","new_version":"1.44.0","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"opentelemetry-exporter-otlp-proto-http","old_version":"1.35.0","new_version":"1.44.0","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"opentelemetry-exporter-prometheus","old_version":"0.56b0","new_version":"0.65b0","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"opentelemetry-proto","old_version":"1.35.0","new_version":"1.44.0","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"opentelemetry-semantic-conventions","old_version":"0.56b0","new_version":"0.65b0","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"orjson","old_version":"3.11.5","new_version":"3.12.0","repository_url":"https://github.com/ijl/orjson"},{"name":"pathvalidate","old_version":"3.2.1","new_version":"3.3.1","repository_url":"https://github.com/thombashi/pathvalidate"},{"name":"peft","old_version":"0.19.1","new_version":"0.20.0","repository_url":"https://github.com/huggingface/peft"},{"name":"perceptron","old_version":"0.1.4","new_version":"0.3.5","repository_url":"https://github.com/perceptron-ai-inc/perceptron"},{"name":"platformdirs","old_version":"4.3.6","new_version":"4.11.7","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"pluggy","old_version":"1.5.0","new_version":"1.6.0","repository_url":"https://github.com/pytest-dev/pluggy"},{"name":"polars","old_version":"1.29.0","new_version":"1.44.1","repository_url":"https://github.com/pola-rs/polars"},{"name":"pooch","old_version":"1.8.2","new_version":"1.9.0","repository_url":"https://github.com/fatiando/pooch"},{"name":"propcache","old_version":"0.2.0","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"proto-plus","old_version":"1.26.1","new_version":"1.28.4","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"pycryptodomex","old_version":"3.22.0","new_version":"3.23.0","repository_url":"https://github.com/Legrandin/pycryptodome"},{"name":"pydantic-core","old_version":"2.41.1","new_version":"2.48.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-extra-types","old_version":"2.10.5","new_version":"2.11.1","repository_url":"https://github.com/pydantic/pydantic-extra-types"},{"name":"pydantic-settings","old_version":"2.14.2","new_version":"2.15.0","repository_url":"https://github.com/pydantic/pydantic-settings"},{"name":"pygments","old_version":"2.18.0","new_version":"2.21.0","repository_url":"https://github.com/pygments/pygments"},{"name":"pyjwt","old_version":"2.11.0","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"pyparsing","old_version":"3.2.0","new_version":"3.3.2","repository_url":"https://github.com/pyparsing/pyparsing"},{"name":"pyrate-limiter","old_version":"4.4.0","new_version":"4.5.0","repository_url":"https://github.com/vutran1710/PyrateLimiter"},{"name":"pystemmer","old_version":"3.0.0","new_version":"3.1.0","repository_url":"https://github.com/snowballstem/pystemmer"},{"name":"pytest-forked","old_version":"1.6.0","new_version":"1.7.5","repository_url":"https://github.com/pytest-dev/pytest-forked"},{"name":"pytest-mock","old_version":"3.14.0","new_version":"3.15.1","repository_url":"https://github.com/pytest-dev/pytest-mock"},{"name":"pytest-timeout","old_version":"2.3.1","new_version":"2.4.0","repository_url":"https://github.com/pytest-dev/pytest-timeout"},{"name":"python-rapidjson","old_version":"1.20","new_version":"1.25","repository_url":"https://github.com/python-rapidjson/python-rapidjson"},{"name":"rapidfuzz","old_version":"3.12.1","new_version":"3.14.5","repository_url":"https://github.com/rapidfuzz/RapidFuzz"},{"name":"referencing","old_version":"0.35.1","new_version":"0.37.0","repository_url":"https://github.com/python-jsonschema/referencing"},{"name":"responses","old_version":"0.25.3","new_version":"0.26.3","repository_url":"https://github.com/getsentry/responses"},{"name":"rignore","old_version":"0.7.6","new_version":"0.8.1"},{"name":"runai-model-streamer","old_version":"0.15.7","new_version":"0.16.1"},{"name":"runai-model-streamer-azure","old_version":"0.15.7","new_version":"0.16.1"},{"name":"runai-model-streamer-gcs","old_version":"0.15.7","new_version":"0.16.1"},{"name":"runai-model-streamer-s3","old_version":"0.15.7","new_version":"0.16.1"},{"name":"s3transfer","old_version":"0.10.3","new_version":"0.19.2","repository_url":"https://github.com/boto/s3transfer"},{"name":"sacrebleu","old_version":"2.4.3","new_version":"2.6.0","repository_url":"https://github.com/mjpost/sacrebleu"},{"name":"schemathesis","old_version":"4.21.6","new_version":"4.26.0","repository_url":"https://github.com/schemathesis/schemathesis"},{"name":"scikit-learn","old_version":"1.5.2","new_version":"1.7.2","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.16.2","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 183 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.8.0.dev0` |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.30.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [mcp](https://github.com/modelcontextprotocol/python-sdk) | `2.1.1` | `2.2.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| triton | `3.7.1` | `3.8.0+gitdf3f91dd` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.3` | `0.4.0` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mcp-types](https://github.com/modelcontextprotocol/python-sdk) | `2.1.1` | `2.2.0` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.16.2` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n\n\nUpdates `nvidia-cutlass-dsl` from 4.6.2 to 4.8.0.dev0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/NVIDIA/cutlass/releases\"\u003envidia-cutlass-dsl's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eCUTLASS 4.8.0 dev\u003c/h2\u003e\n\u003ch3\u003eCuTe DSL\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNew features\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eInitial Rubin support to accelerate dense GEMMs. The following features are available:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCuTe DSL\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eB collector reuse\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003cli\u003eLarger shared memory allocations (328KB)\u003c/li\u003e\n\u003cli\u003eEnhanced mixed precision throughput (FP8/FP4)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePrimitives\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eNOTE: Executing Rubin kernels (SM107) requires the R615 driver which will be released\nwith CUDA Toolkit 13.4 GA.  R610 from CUDA Toolkit 13.4 Developer Preview is not\nsufficient.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCuTe DSL extensions has several new features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCTA-V maps are now inferred automatically for \u003ccode\u003ecute_ext\u003c/code\u003e TMA load, store, multicast, and reduce-store operations. Explicit CTA-V maps remain supported as overrides.\u003c/li\u003e\n\u003cli\u003eAdded asynchronous atomic TMA reduce-store and sparse MMA operations.\u003c/li\u003e\n\u003cli\u003eAdded reusable \u003ccode\u003ecute_ext\u003c/code\u003e GEMM mainloop and TMA epilogue helpers.\u003c/li\u003e\n\u003cli\u003eAdded opt-in TMEM accumulator-buffer planning, including overlapping ping-pong storage for capacity-constrained kernels.\u003c/li\u003e\n\u003cli\u003eImproved device-side TMA descriptor updates and grouped GEMM performance through SMEM-staged updates, workspace reuse, and reduced prologue and synchronization overhead.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThis release includes an opt-in preview of the CuTe DSL extensions (\u003ccode\u003ecute_ext\u003c/code\u003e) compiler pipeline for ordinary Cute DSL kernels. This pipeline lets user mix \u003ccode\u003ecute_ext\u003c/code\u003e APIs directly into \u003ccode\u003e@cute.jit\u003c/code\u003e and \u003ccode\u003e@cute.kernel\u003c/code\u003e code and is required for kernels that mix the two API surfaces. You may test this feature with the following:\n\u003ccode\u003eCUTE_DSL_USE_EXTENSION_COMPILER=1 python your_program.py\u003c/code\u003e\nThe pipeline is expected to preserve program behavior, but generated PTX/SASS may differ. The pipeline is planned to become the default in a future release.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded examples for better control over Primitives' compiler warnings/errors introduced in 4.7.0.  See the \u003ccode\u003eCuTeDSL/experimental/compiler_diagnostic/\u003c/code\u003e directory.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIKET Profiler Tool\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin kernels (sm107) can now be profiled.\u003c/li\u003e\n\u003cli\u003eIt is now possible to only dump timing data for a specific cluster to reduce profiling overhead.  Previously all clusters were profiled.\u003c/li\u003e\n\u003cli\u003eTask Scheduling can instrument the schedule with IKET ranges when constructing TaskManager objects (\u003ccode\u003eiket_enable_profiling=True\u003c/code\u003e).  Task execution will generate an IKET range and individual pipeline stages in a schedule may generate separate ranges (\u003ccode\u003eiket_profiling_stages\u003c/code\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eA number of new examples were added in this release:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin (CuTe):\n\u003cul\u003e\n\u003cli\u003eDense GEMM for legacy data type with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003cli\u003eDense blockscaled GEMM with FP4/FP6/FP8 mixed precision and UE5M3 / block-32 scale-factor support\u003c/li\u003e\n\u003cli\u003eGrouped blockscaled GEMM with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eBlockwise GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eRubin (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eFP4 blockscaled GEMM\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eBlackwell (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eDense GEMMs\n\u003cul\u003e\n\u003cli\u003eBack-to-back GEMM\u003c/li\u003e\n\u003cli\u003eBlockscaled GEMM\u003c/li\u003e\n\u003cli\u003ePersistent GEMM with alpha/beta scaling\u003c/li\u003e\n\u003cli\u003eCLC scheduler/dynamic persistent GEMM\u003c/li\u003e\n\u003cli\u003eGLU GEMM\u003c/li\u003e\n\u003cli\u003eMixed input GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/NVIDIA/cutlass/blob/main/CHANGELOG.md\"\u003envidia-cutlass-dsl's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eChangelog\u003c/h1\u003e\n\u003ch1\u003eCUTLASS 4.x\u003c/h1\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass\"\u003e4.8.0\u003c/a\u003e (2026-08-25)\u003c/h2\u003e\n\u003ch3\u003eCuTe DSL\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNew features\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eInitial Rubin support to accelerate dense GEMMs. The following features are available:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCuTe DSL\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eB collector reuse\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003cli\u003eLarger shared memory allocations (328KB)\u003c/li\u003e\n\u003cli\u003eEnhanced mixed precision throughput (FP8/FP4)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePrimitives\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eNOTE: Executing Rubin kernels (SM107) requires the R615 driver which will be released\nwith CUDA Toolkit 13.4 GA.  R610 from CUDA Toolkit 13.4 Developer Preview is not\nsufficient.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCuTe DSL extensions has several new features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCTA-V maps are now inferred automatically for \u003ccode\u003ecute_ext\u003c/code\u003e TMA load, store, multicast, and reduce-store operations. Explicit CTA-V maps remain supported as overrides.\u003c/li\u003e\n\u003cli\u003eAdded asynchronous atomic TMA reduce-store and sparse MMA operations.\u003c/li\u003e\n\u003cli\u003eAdded reusable \u003ccode\u003ecute_ext\u003c/code\u003e GEMM mainloop and TMA epilogue helpers.\u003c/li\u003e\n\u003cli\u003eAdded opt-in TMEM accumulator-buffer planning, including overlapping ping-pong storage for capacity-constrained kernels.\u003c/li\u003e\n\u003cli\u003eImproved device-side TMA descriptor updates and grouped GEMM performance through SMEM-staged updates, workspace reuse, and reduced prologue and synchronization overhead.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThis release includes an opt-in preview of the CuTe DSL extensions (\u003ccode\u003ecute_ext\u003c/code\u003e) compiler pipeline for ordinary Cute DSL kernels. This pipeline lets user mix \u003ccode\u003ecute_ext\u003c/code\u003e APIs directly into \u003ccode\u003e@cute.jit\u003c/code\u003e and \u003ccode\u003e@cute.kernel\u003c/code\u003e code and is required for kernels that mix the two API surfaces. You may test this feature with the following:\n\u003ccode\u003eCUTE_DSL_USE_EXTENSION_COMPILER=1 python your_program.py\u003c/code\u003e\nThe pipeline is expected to preserve program behavior, but generated PTX/SASS may differ. The pipeline is planned to become the default in a future release.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded examples for better control over Primitives' compiler warnings/errors introduced in 4.7.0.  See the \u003ccode\u003eCuTeDSL/experimental/compiler_diagnostic/\u003c/code\u003e directory.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIKET Profiler Tool\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin kernels (sm107) can now be profiled.\u003c/li\u003e\n\u003cli\u003eIt is now possible to only dump timing data for a specific cluster to reduce profiling overhead.  Previously all clusters were profiled.\u003c/li\u003e\n\u003cli\u003eTask Scheduling can instrument the schedule with IKET ranges when constructing TaskManager objects (\u003ccode\u003eiket_enable_profiling=True\u003c/code\u003e).  Task execution will generate an IKET range and individual pipeline stages in a schedule may generate separate ranges (\u003ccode\u003eiket_profiling_stages\u003c/code\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eA number of new examples were added in this release:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin (CuTe):\n\u003cul\u003e\n\u003cli\u003eDense GEMM for legacy data type with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003cli\u003eDense blockscaled GEMM with FP4/FP6/FP8 mixed precision and UE5M3 / block-32 scale-factor support\u003c/li\u003e\n\u003cli\u003eGrouped blockscaled GEMM with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eBlockwise GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eRubin (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eFP4 blockscaled GEMM\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eBlackwell (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eDense GEMMs\n\u003cul\u003e\n\u003cli\u003eBack-to-back GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/cdcf8d86daa9b417840fd99875a1b1af685d389d\"\u003e\u003ccode\u003ecdcf8d8\u003c/code\u003e\u003c/a\u003e v4.8 dev update. (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3551\"\u003e#3551\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/7107b05535f8977f5ecb9d01ee203205b1fd9bc4\"\u003e\u003ccode\u003e7107b05\u003c/code\u003e\u003c/a\u003e [CuTeDSL] Fix export_to_c shape slot width for 64-bit dynamic dims (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3448\"\u003e#3448\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/957eb92128c047937e5674e87377249fad2a1728\"\u003e\u003ccode\u003e957eb92\u003c/code\u003e\u003c/a\u003e [CuTeDSL] Skip the numpy round-trip for in-range integer scalars (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3446\"\u003e#3446\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/a2b29f847b10c68099afeec1f3f56f6ca963903e\"\u003e\u003ccode\u003ea2b29f8\u003c/code\u003e\u003c/a\u003e fix(tvm-ffi): env stream detection for tuple parameters (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3464\"\u003e#3464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/6c68991985ca8b09594ac6fd43abbfd5830c4140\"\u003e\u003ccode\u003e6c68991\u003c/code\u003e\u003c/a\u003e add \u003ccode\u003eSM75_16x8x8_F16F16F16F16_TN\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/2851\"\u003e#2851\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/1d7cde107fa2edbf8fbf7460498b5b36a0cf8f0a\"\u003e\u003ccode\u003e1d7cde1\u003c/code\u003e\u003c/a\u003e Fix the ScatterD issue in predicated_tile_iterator (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3278\"\u003e#3278\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/564d267e4c992c456d12ad02665f9acedf7708f1\"\u003e\u003ccode\u003e564d267\u003c/code\u003e\u003c/a\u003e [Distributed] sm100a bs gemm ar kernel signature issue fix (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3461\"\u003e#3461\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/dcf215af68a2d08d305076c152a06f201728cd53\"\u003e\u003ccode\u003edcf215a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3289\"\u003e#3289\u003c/a\u003e from kainzhong/more_tvm_ffi_doc\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/b50d8fd7196e1c5801c1bd8edf1d64e4bf9add6c\"\u003e\u003ccode\u003eb50d8fd\u003c/code\u003e\u003c/a\u003e Fix SM89 FP8 blockwise swizzle scale indexing (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3394\"\u003e#3394\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/976d0521f0d3f48b2c20466cd0d150b90f1aac36\"\u003e\u003ccode\u003e976d052\u003c/code\u003e\u003c/a\u003e Fix ScaledBasis equality for mismatched bases, add SM120 sparse metadata K as...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/NVIDIA/cutlass/compare/v4.6.2...v4.8.0dev\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resources by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3407\"\u003eKludex/starlette#3407\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca 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the minor-update group with 190 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [lk-moe](https://github.com/guqiong96/Lvllm) | `2.3.3` | `2.4.1` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c...\n\n_Description has been truncated_","html_url":"https://github.com/guqiong96/Lvllm/pull/101","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guqiong96%2FLvllm/issues/101","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/101/packages"},{"uuid":"5376010771","node_id":"PR_kwDOTeMcT88AAAABCiaZgQ","number":21,"state":"open","title":"build(deps): bump the minor-update group across 1 directory with 189 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"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"triton","old_version":"3.6.0","new_version":"3.8.0","repository_url":"https://github.com/triton-lang/triton"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.2.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"zentorch","old_version":"2.11.0.0","new_version":"2.13.0.0","repository_url":"https://github.com/amd/ZenDNN-pytorch-plugin"},{"name":"helion","old_version":"1.1.0","new_version":"1.4.0","repository_url":"https://github.com/pytorch/helion"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.88` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.88` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a 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sion":"2.4.3","new_version":"2.6.0","repository_url":"https://github.com/mjpost/sacrebleu"},{"name":"schemathesis","old_version":"4.21.6","new_version":"4.25.2","repository_url":"https://github.com/schemathesis/schemathesis"},{"name":"scikit-learn","old_version":"1.5.2","new_version":"1.7.2","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.2.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 186 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.15.0` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.27.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.15.0 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.15.0...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.27.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.27.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pyt...\n\n_Description has been truncated_","html_url":"https://github.com/forwis/vllm-jasl/pull/13","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/forwis%2Fvllm-jasl/issues/13","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/13/packages"},{"uuid":"5366645977","node_id":"PR_kwDOTjoS1M8AAAABCa98AQ","number":19,"state":"open","title":"Bump the minor-update group across 1 directory with 189 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the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.25.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resourc...\n\n_Description has been truncated_","html_url":"https://github.com/codesque16/vllm_fork_testing/pull/19","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesque16%2Fvllm_fork_testing/issues/19","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/19/packages"},{"uuid":"5364774833","node_id":"PR_kwDOQd8Gdc8AAAABCZkGIA","number":523,"state":"open","title":"chore(deps): Bump the minor-and-patch group across 1 directory with 51 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-09-06T11:52:35.000Z","updated_at":"2026-09-06T11:52:48.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): Bump","group_name":"minor-and-patch","update_count":51,"packages":[{"name":"aenum","old_version":"3.1.16","new_version":"3.1.17","repository_url":"https://github.com/ethanfurman/aenum"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.7.1","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"altair","old_version":"6.0.0","new_version":"6.2.2","repository_url":"https://github.com/vega/altair"},{"name":"annotated-doc","old_version":"0.0.4","new_version":"0.0.5","repository_url":"https://github.com/fastapi/annotated-doc"},{"name":"annotated-types","old_version":"0.7.0","new_version":"0.8.0","repository_url":"https://github.com/annotated-types/annotated-types"},{"name":"anyio","old_version":"4.12.0","new_version":"4.15.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"cffi","old_version":"2.0.0","new_version":"2.1.1","repository_url":"https://github.com/python-cffi/cffi"},{"name":"charset-normalizer","old_version":"3.4.4","new_version":"3.5.1","repository_url":"https://github.com/jawah/charset_normalizer"},{"name":"click","old_version":"8.3.3","new_version":"8.5.0","repository_url":"https://github.com/pallets/click"},{"name":"cryptography","old_version":"50.0.0","new_version":"50.0.1","repository_url":"https://github.com/pyca/cryptography"},{"name":"fonttools","old_version":"4.61.0","new_version":"4.64.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"google-api-python-client","old_version":"2.187.0","new_version":"2.200.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"google-auth","old_version":"2.41.1","new_version":"2.57.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-httplib2","old_version":"0.2.1","new_version":"0.4.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-oauthlib","old_version":"1.2.3","new_version":"1.4.1","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"idna","old_version":"3.18","new_version":"3.19","repository_url":"https://github.com/kjd/idna"},{"name":"jsonschema","old_version":"4.25.1","new_version":"4.26.0","repository_url":"https://github.com/python-jsonschema/jsonschema"},{"name":"kiwisolver","old_version":"1.4.9","new_version":"1.5.1","repository_url":"https://github.com/nucleic/kiwi"},{"name":"line-bot-sdk","old_version":"3.21.0","new_version":"3.25.0","repository_url":"https://github.com/line/line-bot-sdk-python"},{"name":"lxml","old_version":"6.1.0","new_version":"6.1.3","repository_url":"https://github.com/lxml/lxml"},{"name":"multidict","old_version":"6.7.0","new_version":"6.7.1","repository_url":"https://github.com/aio-libs/multidict"},{"name":"narwhals","old_version":"2.13.0","new_version":"2.25.0","repository_url":"https://github.com/narwhals-dev/narwhals"},{"name":"numpy","old_version":"2.2.6","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"platformdirs","old_version":"4.5.0","new_version":"4.11.7","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"pydantic","old_version":"2.12.5","new_version":"2.13.5","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.41.5","new_version":"2.48.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydeck","old_version":"0.9.1","new_version":"0.9.3","repository_url":"https://github.com/visgl/deck.gl"},{"name":"pygments","old_version":"2.20.0","new_version":"2.21.0","repository_url":"https://github.com/pygments/pygments"},{"name":"pyparsing","old_version":"3.2.5","new_version":"3.3.2","repository_url":"https://github.com/pyparsing/pyparsing"},{"name":"pypdfium2","old_version":"5.1.0","new_version":"5.13.0","repository_url":"https://github.com/pypdfium2-team/pypdfium2"},{"name":"python-dotenv","old_version":"1.2.2","new_version":"1.2.3","repository_url":"https://github.com/theskumar/python-dotenv"},{"name":"requests","old_version":"2.33.0","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"soupsieve","old_version":"2.8.4","new_version":"2.9.2","repository_url":"https://github.com/facelessuser/soupsieve"},{"name":"streamlit","old_version":"1.54.0","new_version":"1.63.0","repository_url":"https://github.com/streamlit/streamlit"},{"name":"tenacity","old_version":"9.1.2","new_version":"9.1.4","repository_url":"https://github.com/jd/tenacity"},{"name":"tqdm","old_version":"4.67.1","new_version":"4.70.0","repository_url":"https://github.com/tqdm/tqdm"},{"name":"typing-inspection","old_version":"0.4.2","new_version":"0.4.4","repository_url":"https://github.com/pydantic/typing-inspection"},{"name":"typing-extensions","old_version":"4.15.0","new_version":"4.16.0","repository_url":"https://github.com/python/typing_extensions"},{"name":"uvicorn","old_version":"0.38.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"wrapt","old_version":"2.0.1","new_version":"2.4.0","repository_url":"https://github.com/GrahamDumpleton/wrapt"},{"name":"yarl","old_version":"1.22.0","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"pytest","old_version":"9.0.3","new_version":"9.1.1","repository_url":"https://github.com/pytest-dev/pytest"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"httpx2","old_version":"2.10.0","new_version":"2.12.0","repository_url":"https://github.com/pydantic/httpx2"},{"name":"pytest-cov","old_version":"7.0.0","new_version":"7.1.0","repository_url":"https://github.com/pytest-dev/pytest-cov"},{"name":"hypothesis","old_version":"6.145.1","new_version":"6.167.1","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"ruff","old_version":"0.14.4","new_version":"0.16.5","repository_url":"https://github.com/astral-sh/ruff"},{"name":"bandit","old_version":"1.9.2","new_version":"1.9.4","repository_url":"https://github.com/PyCQA/bandit"},{"name":"pip-audit","old_version":"2.9.0","new_version":"2.10.1","repository_url":"https://github.com/pypa/pip-audit"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-and-patch group with 51 updates in the /MY_HOME_SYSTEM directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [aenum](https://github.com/ethanfurman/aenum) | `3.1.16` | `3.1.17` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [altair](https://github.com/vega/altair) | `6.0.0` | `6.2.2` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.0` | `4.15.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.4` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.3.3` | `8.5.0` |\n| [cryptography](https://github.com/pyca/cryptography) | `50.0.0` | `50.0.1` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.61.0` | `4.64.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.187.0` | `2.200.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.41.1` | `2.57.0` |\n| [google-auth-httplib2](https://github.com/googleapis/google-cloud-python) | `0.2.1` | `0.4.2` |\n| [google-auth-oauthlib](https://github.com/googleapis/google-cloud-python) | `1.2.3` | `1.4.1` |\n| [idna](https://github.com/kjd/idna) | `3.18` | `3.19` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.1` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.9` | `1.5.1` |\n| [line-bot-sdk](https://github.com/line/line-bot-sdk-python) | `3.21.0` | `3.25.0` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.7.0` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.13.0` | `2.25.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.2.6` | `2.4.6` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.5.0` | `4.11.7` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.5` | `2.13.5` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.5` | `2.48.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.5` | `3.3.2` |\n| [pypdfium2](https://github.com/pypdfium2-team/pypdfium2) | `5.1.0` | `5.13.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.2.2` | `1.2.3` |\n| [requests](https://github.com/psf/requests) | `2.33.0` | `2.34.2` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.4` | `2.9.2` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tenacity](https://github.com/jd/tenacity) | `9.1.2` | `9.1.4` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.1` | `4.70.0` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.38.0` | `0.52.4` |\n| [wrapt](https://github.com/GrahamDumpleton/wrapt) | `2.0.1` | `2.4.0` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.22.0` | `1.24.5` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [httpx2](https://github.com/pydantic/httpx2) | `2.10.0` | `2.12.0` |\n| [pytest-cov](https://github.com/pytest-dev/pytest-cov) | `7.0.0` | `7.1.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.145.1` | `6.167.1` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.14.4` | `0.16.5` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.9.2` | `1.9.4` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.9.0` | `2.10.1` |\n\n\nUpdates `aenum` from 3.1.16 to 3.1.17\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f0f6fd8e2ac0bb379eb11f6029023d2bad88732a\"\u003e\u003ccode\u003ef0f6fd8\u003c/code\u003e\u003c/a\u003e version 3.1.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/60c5641a7c0525ae812c9674330c3634bd852e69\"\u003e\u003ccode\u003e60c5641\u003c/code\u003e\u003c/a\u003e remove duplicate function\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/e463496bd4a485f92f34eec37b7b73aedef10405\"\u003e\u003ccode\u003ee463496\u003c/code\u003e\u003c/a\u003e fix global_flag_repr\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f6510625e7cf7e7291d3b1b12e0bb341467e6f27\"\u003e\u003ccode\u003ef651062\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/ethanfurman/aenum/compare/3.1.16...3.1.17\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohappyeyeballs` from 2.6.1 to 2.7.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/releases\"\u003eaiohappyeyeballs's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance Improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/239\"\u003e#239\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/227\"\u003e#227\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/229\"\u003e#229\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/226\"\u003e#226\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.7.0...v2.7.1\"\u003ev2.7.0...v2.7.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Python 3.14 support (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/224\"\u003e#224\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.2...v2.7.0\"\u003ev2.6.2...v2.7.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/222\"\u003e#222\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/185\"\u003e#185\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/221\"\u003e#221\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.6.2\"\u003ev2.6.1...v2.6.2\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/blob/main/CHANGELOG.md\"\u003eaiohappyeyeballs's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd python 3.14 support (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/4dfc926e30eea8d24c1a71602d73c0e9a895c191\"\u003e\u003ccode\u003e4dfc926\u003c/code\u003e\u003c/a\u003e 2.7.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e perf: use defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/239\"\u003e#239\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/338277badfb25fc38759ce38ab9ea2c20ec1bfff\"\u003e\u003ccode\u003e338277b\u003c/code\u003e\u003c/a\u003e chore: stop tracking .DS_Store files (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/16978694944ed7fb5e7b49a173160144ccac45bc\"\u003e\u003ccode\u003e1697869\u003c/code\u003e\u003c/a\u003e ci: add codspeed benchmark suite for addrinfo reordering hot paths (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/d40a848cd2262b435242646fa8e220300bcd6952\"\u003e\u003ccode\u003ed40a848\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump starlette from 1.0.1 to 1.3.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/242\"\u003e#242\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/51d42669b2b94a78c6d4bd059e449b8ef51c6646\"\u003e\u003ccode\u003e51d4266\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump cryptography from 46.0.7 to 48.0.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/243\"\u003e#243\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/2df44b3987d3c887a8493ba19259c63588226d6c\"\u003e\u003ccode\u003e2df44b3\u003c/code\u003e\u003c/a\u003e chore(pre-commit.ci): pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/241\"\u003e#241\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/3e3cb615f00bfb4d29c30e0c86c897f4de8fb02d\"\u003e\u003ccode\u003e3e3cb61\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump pytest from 9.0.3 to 9.1.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/244\"\u003e#244\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/922dcd79a66d67fdd98a5f9b7587c4f8cda44653\"\u003e\u003ccode\u003e922dcd7\u003c/code\u003e\u003c/a\u003e chore(deps-ci): bump the github-actions group with 4 updates (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/245\"\u003e#245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/70461c583a8cf3c6fa85b8c48b8e4b576cee8083\"\u003e\u003ccode\u003e70461c5\u003c/code\u003e\u003c/a\u003e ci: drop .github/FUNDING.yml to inherit org-wide config (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/247\"\u003e#247\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.7.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `altair` from 6.0.0 to 6.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/vega/altair/releases\"\u003ealtair's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.2.2\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Avoid layered concat view name collisions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4066\"\u003evega/altair#4066\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: Include layered concat views in selection params by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4069\"\u003evega/altair#4069\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003edocs: Add an Andrews curves example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Add an interactive bin-size example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4050\"\u003evega/altair#4050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Validate docs publish clone by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4064\"\u003evega/altair#4064\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Fix broken example and sync with VL by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4010\"\u003evega/altair#4010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Make warning for doc preview page more prominent by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4048\"\u003evega/altair#4048\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Check uv lockfile by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4052\"\u003evega/altair#4052\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Run docs build only for docs-related changes and don't duplicate builds on PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4053\"\u003evega/altair#4053\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Update dependencies from dependabot alerts by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4055\"\u003evega/altair#4055\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Upload docs build artifact for PR preview by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4056\"\u003evega/altair#4056\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Reduce dependabot PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4028\"\u003evega/altair#4028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Correctly resolve docbuild worflow number from PR number by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4060\"\u003evega/altair#4060\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Group major GitHub Actions updates by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4061\"\u003evega/altair#4061\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Rename docbuild job from 'build' to 'docbuild' by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4062\"\u003evega/altair#4062\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Schedule release drafts twice monthly by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4057\"\u003evega/altair#4057\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Publish official docs after release is published by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4054\"\u003evega/altair#4054\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Document how local versioning works and add base tag by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4051\"\u003evega/altair#4051\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Disambiguate workflow naming by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4063\"\u003evega/altair#4063\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: enable partial Python 3.14t coverage by \u003ca href=\"https://github.com/axelray-dev\"\u003e\u003ccode\u003e@​axelray-dev\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4038\"\u003evega/altair#4038\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.1...v6.2.2\"\u003ehttps://github.com/vega/altair/compare/v6.2.1...v6.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.1\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Write dataset cache files atomically by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4034\"\u003evega/altair#4034\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Prevent uv from dirtying worktree during publish by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4045\"\u003evega/altair#4045\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Clarify release review instructions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4046\"\u003evega/altair#4046\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.0...v6.2.1\"\u003ehttps://github.com/vega/altair/compare/v6.2.0...v6.2.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThis is the first release in an effort to have smaller, more frequent releases going forward. By making the release process more convenient, we aim to more quickly push out fixes and features that already landed on the main branch to a released version of Altair.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/a9765713566095349cb1cfbbe85d6ad258c84245\"\u003e\u003ccode\u003ea976571\u003c/code\u003e\u003c/a\u003e fix: Include layered concat views in selection params (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4069\"\u003e#4069\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/432157b2304e0e30d89167ab26d1f7987f615a31\"\u003e\u003ccode\u003e432157b\u003c/code\u003e\u003c/a\u003e fix: Avoid layered concat view name collisions (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4066\"\u003e#4066\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/b875b95a24ee20f8e5665a730ee6d80cb6d55348\"\u003e\u003ccode\u003eb875b95\u003c/code\u003e\u003c/a\u003e docs: Fix a broken example and sync another one with VL (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4010\"\u003e#4010\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/7b289f9adf07d960f94620ef02c33b8f400f4948\"\u003e\u003ccode\u003e7b289f9\u003c/code\u003e\u003c/a\u003e ci: Enable partial Python 3.14t coverage (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4038\"\u003e#4038\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/105ff2b4957651bf4cf55e4e2586705fa02ddfe7\"\u003e\u003ccode\u003e105ff2b\u003c/code\u003e\u003c/a\u003e docs: Validate docs publish clone (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4064\"\u003e#4064\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/c82dd2e4af3bcd06ee4909cc38135d1b7f92c3dd\"\u003e\u003ccode\u003ec82dd2e\u003c/code\u003e\u003c/a\u003e ci: Disambiguate workflow naming (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4063\"\u003e#4063\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/624bee9705b345961c9b225d39562a10068461af\"\u003e\u003ccode\u003e624bee9\u003c/code\u003e\u003c/a\u003e docs: Add an interactive bin-size example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4050\"\u003e#4050\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/3b1acf676a1a61d9df8d1ded2393dfde49587cae\"\u003e\u003ccode\u003e3b1acf6\u003c/code\u003e\u003c/a\u003e docs: Add an Andrews curves example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4049\"\u003e#4049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/edea5f64e7e893315e2050672058f86657b28201\"\u003e\u003ccode\u003eedea5f6\u003c/code\u003e\u003c/a\u003e ci: Document how local versioning works and add base tag (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4051\"\u003e#4051\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/f8b4337e1355ca229d1e2e9645e89b6ec1a7a41c\"\u003e\u003ccode\u003ef8b4337\u003c/code\u003e\u003c/a\u003e ci: Publish official docs after release is published (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4054\"\u003e#4054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/vega/altair/compare/v6.0.0...v6.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-doc` from 0.0.4 to 0.0.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/releases\"\u003eannotated-doc's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.27 to 0.0.33. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/52\"\u003e#52\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/blob/main/release-notes.md\"\u003eannotated-doc's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5 (2026-07-28)\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef48d6ad51d226f772fd9c5284f55199afe4007c\"\u003e\u003ccode\u003eef48d6a\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.0.5 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/93\"\u003e#93\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/c628000835a26f6bc8c776f90bcbcf95211f233b\"\u003e\u003ccode\u003ec628000\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/e0b4579d2ad8d62a304c9f30a1c2c084f0d372e5\"\u003e\u003ccode\u003ee0b4579\u003c/code\u003e\u003c/a\u003e ➖ Drop support for Python 3.8 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/36\"\u003e#36\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef956b4e9f2c0e2bead1cba7a6888e1ed8c2c237\"\u003e\u003ccode\u003eef956b4\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/84bf1e5402c5e0cfd1462c5d3c8bae22fb717bd8\"\u003e\u003ccode\u003e84bf1e5\u003c/code\u003e\u003c/a\u003e ⬆️ Upgrade latest-changes to 0.7.1 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cf773e138b1dc5608ce0f0d11e1939c410ef6228\"\u003e\u003ccode\u003ecf773e1\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/1375d6eb8147cb2352d080ef09f356dfc18e0d29\"\u003e\u003ccode\u003e1375d6e\u003c/code\u003e\u003c/a\u003e ⬆ Bump the github-actions group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/91\"\u003e#91\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cd373656cbf40e5fd4cc28680ca5e05bf12709cb\"\u003e\u003ccode\u003ecd37365\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/f9f3b695cbacc4ffc37d9cebff6e05bd1751f68a\"\u003e\u003ccode\u003ef9f3b69\u003c/code\u003e\u003c/a\u003e ⬆ Bump the python-packages group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/842084457f0a7739fb91d2a4ea602b2bc4e15767\"\u003e\u003ccode\u003e8420844\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/annotated-doc/compare/0.0.4...0.0.5\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-types` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/annotated-types/annotated-types/releases\"\u003eannotated-types's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRename DocInfo to Doc by \u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.13 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix docstring of \u003ccode\u003eTimezone\u003c/code\u003e by \u003ca href=\"https://github.com/Viicos\"\u003e\u003ccode\u003e@​Viicos\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/84\"\u003eannotated-types/annotated-types#84\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUpdate license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) by \u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: typo in README.md by \u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd CI for PyPy3.11 and fix test (issue 71) by \u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix string predicate names in doc by \u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd SPDX license expression by \u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdded Python 3.14 to the test matrix by \u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8-3.9 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/97\"\u003eannotated-types/annotated-types#97\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typo in \u003ccode\u003eLen\u003c/code\u003e docstring by \u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrepare for 0.8.0 release by \u003ca href=\"https://github.com/adriangb\"\u003e\u003ccode\u003e@​adriangb\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/103\"\u003eannotated-types/annotated-types#103\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ehttps://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/9eb96680138269811a39d838d720abc3dce33954\"\u003e\u003ccode\u003e9eb9668\u003c/code\u003e\u003c/a\u003e Prepare for 0.8.0 release (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/10b77644f88b385357653730a1ab23748ca3ae2e\"\u003e\u003ccode\u003e10b7764\u003c/code\u003e\u003c/a\u003e Fix typo in \u003ccode\u003eLen\u003c/code\u003e docstring (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/100\"\u003e#100\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/955f7576d616feb6e9407c74498517787c38afd4\"\u003e\u003ccode\u003e955f757\u003c/code\u003e\u003c/a\u003e Add support for Python 3.14 and drop EOL 3.8-3.9 (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/97\"\u003e#97\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/bd280fea7983550d266f993d868b8dd7ff822bf1\"\u003e\u003ccode\u003ebd280fe\u003c/code\u003e\u003c/a\u003e Added Python 3.14 to the test matrix (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/96\"\u003e#96\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/a471bb757663452459893e6f593118ec21eb1b9e\"\u003e\u003ccode\u003ea471bb7\u003c/code\u003e\u003c/a\u003e Add SPDX license expression (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/eab91d9a8c0d3f73661fc4b0794a1fe76c94fa84\"\u003e\u003ccode\u003eeab91d9\u003c/code\u003e\u003c/a\u003e Fix string predicate names in doc (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/03ad9c3c7b4d4dfe9e33c09075a3a2766c0820e1\"\u003e\u003ccode\u003e03ad9c3\u003c/code\u003e\u003c/a\u003e add CI for PyPy3.11 and fix test (issue 71) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/88\"\u003e#88\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/5ae60437f0ab493cedd27311bc6ce6d2188e8d8b\"\u003e\u003ccode\u003e5ae6043\u003c/code\u003e\u003c/a\u003e fix: typo in README.md (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/87\"\u003e#87\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/b60ad7bff90019c7de3547df1c8e3586eb328423\"\u003e\u003ccode\u003eb60ad7b\u003c/code\u003e\u003c/a\u003e Update license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/86\"\u003e#86\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/3fbeb6d129760ae48d7a0372fb9301764acc95ae\"\u003e\u003ccode\u003e3fbeb6d\u003c/code\u003e\u003c/a\u003e Fix docstring of \u003ccode\u003eTimezone\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/84\"\u003e#84\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anyio` from 4.12.0 to 4.15.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.15.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for the newer keyword-only arguments on \u003ccode\u003eanyio.Path\u003c/code\u003e methods to match the standard library \u003ccode\u003epathlib.Path\u003c/code\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eexists()\u003c/code\u003e (Python 3.12+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_dir()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_file()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eowner()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003egroup()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003enewline\u003c/code\u003e on \u003ccode\u003eread_text()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e(\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1286\"\u003e#1286\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1293\"\u003e#1293\u003c/a\u003e; PR by \u003ca href=\"https://github.com/jaideeppyne\"\u003e\u003ccode\u003e@​jaideeppyne\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eamap\u003c/code\u003e, \u003ccode\u003egather\u003c/code\u003e, and \u003ccode\u003eas_completed\u003c/code\u003e utility functions to simplify common patterns (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1173\"\u003e#1173\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003e--anyio-mode\u003c/code\u003e command-line option as an alternative to the \u003ccode\u003eanyio_mode\u003c/code\u003e ini setting, and fix the pytest plugin's auto mode detection to recognize the mode when set via either mechanism(e.g: \u003ccode\u003epytest_asyncio\u003c/code\u003e). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1242\"\u003e#1242\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003eanyio.Future\u003c/code\u003e synchronization primitive which behaves similar to \u003ccode\u003easyncio.Future\u003c/code\u003e, allowing tasks to wait for a value (or exception) from another task (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1146\"\u003e#1146\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Vizonex\"\u003e\u003ccode\u003e@​Vizonex\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded guidance for managing multiple memory object stream producers and consumers with cloned streams (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/330\"\u003e#330\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nightcityblade\"\u003e\u003ccode\u003e@​nightcityblade\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eStapledObjectStream.send_nowait()\u003c/code\u003e that delegates to the underlying \u003ccode\u003eObjectSendStream\u003c/code\u003e, if it implements it (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1241\"\u003e#1241\u003c/a\u003e; PR by \u003ca href=\"https://github.com/davidbrochart\"\u003e\u003ccode\u003e@​davidbrochart\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003emove_on_at()\u003c/code\u003e and \u003ccode\u003efail_at()\u003c/code\u003e functions to complement \u003ccode\u003emove_on_after()\u003c/code\u003e and \u003ccode\u003efail_after()\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the default name for a task spawned with \u003ccode\u003eTaskGroup.create_task(func())\u003c/code\u003e to match the default task name for the analogous task spawned with \u003ccode\u003eTaskGroup.start_soon(func)\u003c/code\u003e or \u003ccode\u003eTaskGroup.start(func)\u003c/code\u003e in more situations. Previously, the default name of a \u003ccode\u003eTaskGroup.create_task\u003c/code\u003e task never included the module name. (The default name for a task spawned with \u003ccode\u003eTaskGroup.start_soon\u003c/code\u003e or \u003ccode\u003eTaskGroup.start\u003c/code\u003e typically includes the module name.) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1234\"\u003e#1234\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the \u003ccode\u003eanyio\u003c/code\u003e and \u003ccode\u003eanyio.abc\u003c/code\u003e modules to lazily (much like \u003ccode\u003e810\u003c/code\u003e) import the necessary submodules. This is done by parsing the AST of the module and building a lookup table from the \u003ccode\u003eif TYPE_CHECKING:\u003c/code\u003e block. A fallback mode has been provided for installations where the source code is unavailable (e.g. PyInstaller). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1169\"\u003e#1169\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed free-threading compatibility issues arising from the fact that on Python 3.14 free-threading builds, newly created threads inherit the current context by default, causing AnyIO to behave erroneously in relation to \u003ccode\u003estart_blocking_portal()\u003c/code\u003e and \u003ccode\u003eanyio.to_thread.run_sync()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1224\"\u003e#1224\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eSpooledTemporaryFile.readinto()\u003c/code\u003e and \u003ccode\u003ereadinto1()\u003c/code\u003e reading twice before rollover, so the destination buffer was overwritten by the second read and the file position advanced twice, silently losing data (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1215\"\u003e#1215\u003c/a\u003e; PR by \u003ca href=\"https://github.com/c-tonneslan\"\u003e\u003ccode\u003e@​c-tonneslan\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded a \u003ccode\u003ereason\u003c/code\u003e parameter to \u003ccode\u003efail_after\u003c/code\u003e (and the new \u003ccode\u003efail_at\u003c/code\u003e) allowing for added exception context when raising \u003ccode\u003eTimeoutError\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1227\"\u003e#1227\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the default \u003ccode\u003eTaskHandle.name\u003c/code\u003e missing part of the task name for tasks started with \u003ccode\u003eTaskGroup.start\u003c/code\u003e on Trio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1231\"\u003e#1231\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.run\u003c/code\u003e leaking, or at least, delaying collection of loop and root_task due to the root task being cached in a \u003ccode\u003eRunVar\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1203\"\u003e#1203\u003c/a\u003e; PR by \u003ca href=\"https://github.com/tapetersen\"\u003e\u003ccode\u003e@​tapetersen\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.Path.with_stem()\u003c/code\u003e silently producing a wrong path (e.g. \u003ccode\u003ePath(\u0026quot;.txt\u0026quot;)\u003c/code\u003e) instead of raising \u003ccode\u003eValueError\u003c/code\u003e when given an empty stem on a path with a non-empty suffix, unlike \u003ccode\u003epathlib.PurePath.with_stem\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1200\"\u003e#1200\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Sanjays2402\"\u003e\u003ccode\u003e@​Sanjays2402\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eUNIXSocketStream.aclose()\u003c/code\u003e raising \u003ccode\u003easyncio.InvalidStateError\u003c/code\u003e when a concurrent receive or send operation had just been cancelled on the asyncio backend (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1267\"\u003e#1267\u003c/a\u003e; PR by \u003ca href=\"https://github.com/alloutflo\"\u003e\u003ccode\u003e@​alloutflo\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the pytest plugin importing the deprecated \u003ccode\u003e_pytest.python.CallSpec2\u003c/code\u003e alias, which triggers \u003ccode\u003ePytestRemovedIn10Warning\u003c/code\u003e on \u003ccode\u003epytest\u0026gt;=9.2\u003c/code\u003e and crashes pytest at startup when \u003ccode\u003efilterwarnings = error\u003c/code\u003e is configured (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1271\"\u003e#1271\u003c/a\u003e; PR by \u003ca href=\"https://github.com/matthewfeickert\"\u003e\u003ccode\u003e@​matthewfeickert\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed an asyncio worker thread race that could raise \u003ccode\u003eRuntimeError\u003c/code\u003e when the event loop closed between checking its state and scheduling the worker result (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1265\"\u003e#1265\u003c/a\u003e; PR by \u003ca href=\"https://github.com/hansu650\"\u003e\u003ccode\u003e@​hansu650\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens when \u003ccode\u003etotal_tokens\u003c/code\u003e was raised while the limiter was over-subscribed (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1223\"\u003e#1223\u003c/a\u003e; PR by \u003ca href=\"https://github.com/zelinewang\"\u003e\u003ccode\u003e@​zelinewang\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed asyncio task groups leaking unawaited coroutines when a custom task constructor fails; default task creation is unaffected (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1274\"\u003e#1274\u003c/a\u003e; PR by \u003ca href=\"https://github.com/dsfaccini\"\u003e\u003ccode\u003e@​dsfaccini\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/928366259543412a2deb1e2ba09ea45ffa92ef4f\"\u003e\u003ccode\u003e9283662\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/d137692a90f76e4f71605e32ea5ca94cab3a539d\"\u003e\u003ccode\u003ed137692\u003c/code\u003e\u003c/a\u003e Improved the instructions for AI agents\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/033fc52b8fa8e90c5d0ef24b10b3860e974a6265\"\u003e\u003ccode\u003e033fc52\u003c/code\u003e\u003c/a\u003e Shield TemporaryDirectory cleanup from cancellation (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1304\"\u003e#1304\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/942e9a6552cc10b5aaa779d84bfc8e2c3d5fcffc\"\u003e\u003ccode\u003e942e9a6\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1305\"\u003e#1305\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b825c3be7cb4ca1a8000b8065d4e147843deb704\"\u003e\u003ccode\u003eb825c3b\u003c/code\u003e\u003c/a\u003e Fixed pyproject.toml changes not triggering the test suite\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/9727dc504681e2986b5bc285de9571fb467539af\"\u003e\u003ccode\u003e9727dc5\u003c/code\u003e\u003c/a\u003e Fixed start inconsistencies between trio and asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1198\"\u003e#1198\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b05fe6d160a640355c201363cab286a7d2581da8\"\u003e\u003ccode\u003eb05fe6d\u003c/code\u003e\u003c/a\u003e Fixed wrong type in move_on_after (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1297\"\u003e#1297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44d0c93cc20079acbf38ba4dbed5ab9df323f153\"\u003e\u003ccode\u003e44d0c93\u003c/code\u003e\u003c/a\u003e Fixed asyncio task group coroutine cleanup (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1275\"\u003e#1275\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/ae250440c90020b030ba4e83cccc37e9a84512c5\"\u003e\u003ccode\u003eae25044\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6d3a30d264637374b1b642d2e97217c816151cfe\"\u003e\u003ccode\u003e6d3a30d\u003c/code\u003e\u003c/a\u003e Add follow_symlinks argument to anyio.Path.owner() and group() (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1293\"\u003e#1293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.12.0...4.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `cffi` from 2.0.0 to 2.1.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-cffi/cffi/releases\"\u003ecffi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.1.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMinimize internal Python API usage for interpreter and thread state sampling where possible. Avoids breaking ABI change in Python \u0026gt;= 3.15.0b4 (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/pull/269\"\u003epython-cffi/cffi#269\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\"\u003ehttps://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.1.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdded support for Python 3.15 and support for C extensions generated by CFFI\nto target the new \u003ccode\u003eabi3t\u003c/code\u003e free-threaded ABI.\u003c/li\u003e\n\u003cli\u003eDropped support for Python 3.9.\u003c/li\u003e\n\u003cli\u003eAdded \u003ccode\u003ecffi-gen-src\u003c/code\u003e CLI to generate CFFI C extension source for alternate build backend support.\u003c/li\u003e\n\u003cli\u003eFixed crashes inside \u003ccode\u003e__delitem__\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eFixed \u0026quot;string too big\u0026quot; error under MSVC.\u003c/li\u003e\n\u003cli\u003eFixed mingw builds.\u003c/li\u003e\n\u003cli\u003eAdded support for arm64 iOS wheels.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/fd33e7700f0ebafe6f30bd5053f13327221b77a2\"\u003e\u003ccode\u003efd33e77\u003c/code\u003e\u003c/a\u003e New release 2.1.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/56a7876b8cd3b2d8148233a90e0121d74cd83852\"\u003e\u003ccode\u003e56a7876\u003c/code\u003e\u003c/a\u003e Use PyGILState_Ensure to avoid accessing CPython internals (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/269\"\u003e#269\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/270\"\u003e#270\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/d9f6f70adac5ca9f260abf5405cf4d0373767b65\"\u003e\u003ccode\u003ed9f6f70\u003c/code\u003e\u003c/a\u003e New release 2.1.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/02a7b0e32db93964b9756537110119d74aa23425\"\u003e\u003ccode\u003e02a7b0e\u003c/code\u003e\u003c/a\u003e Misc pre-2.1 release/packaging cleanup (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/253\"\u003e#253\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/1362e5ddc5417f1350200d4d6183c3eb3da9cc8d\"\u003e\u003ccode\u003e1362e5d\u003c/code\u003e\u003c/a\u003e Move cffi-gen-src release note to 2.1.0 notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a797055125e049fd79483d0dcdf8cff59c64c6e4\"\u003e\u003ccode\u003ea797055\u003c/code\u003e\u003c/a\u003e Make error message when embedding version test fails more friendly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/f1f40a8e1667b9ef6cf8fe3c451829408feab018\"\u003e\u003ccode\u003ef1f40a8\u003c/code\u003e\u003c/a\u003e Update changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/dc62c93af7be7c535dc17f621de2bfc99490d3bd\"\u003e\u003ccode\u003edc62c93\u003c/code\u003e\u003c/a\u003e Delete missed cp39 Windows builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a34118009e64a7fed8ea49bdbad4d6a07494bb4f\"\u003e\u003ccode\u003ea341180\u003c/code\u003e\u003c/a\u003e Update version numbers to prepare for v2.1 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/9f04d8506a6c7186dc3be7316f21aab042e075cb\"\u003e\u003ccode\u003e9f04d85\u003c/code\u003e\u003c/a\u003e Mark test using inet_ntoa as thread-unsafe\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.0.0...v2.1.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.4 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.5.0\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the optional mypyc build with Cython extensions while retaining the\npure Python fallback. 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the minor-update group with 190 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.26.0` | `1.29.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.1` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [lk-moe](https://github.com/guqiong96/Lvllm) | `2.3.3` | `2.4.1` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.26.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.26.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch2\u003e⚡ Performance — measured locally on this Mac, not lifted from PRs\u003c/h2\u003e\n\u003cp\u003eRun with \u003ccode\u003ecargo bench --bench \u0026lt;name\u0026gt; -- --save-baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.22.2\u003c/code\u003e, then \u003ccode\u003e--baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.23.1\u003c/code\u003e. Numbers are point-in-time wall clock on a single laptop; relative deltas are what matters, absolute numbers will differ on CI hardware.\u003c/p\u003e\n\u003ch3\u003eAdded-vocabulary deserialize — the headline win (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1999\"\u003e#1999\u003c/a\u003e)\u003c/h3\u003e\n\u003cp\u003e\u003ccode\u003ebench: improve added_vocab_deserialize to reflect real-world workloads\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2000\"\u003e#2000\u003c/a\u003e) is now representative of how transformers actually loads tokenizer.json files. The combined effect of \u003ccode\u003edaachorse\u003c/code\u003e for the matching automaton plus the normalize-on-insert refactor is enormous on this workload:\u003c/p\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~410 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e248 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.1 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e273 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~395 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e235 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.4 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e290 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e400k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~15 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e980 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−94%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eReal-world impact: loading a Llama-3-style tokenizer with a large set of added tokens dropped from \u0026quot;noticeable pause\u0026quot; to \u0026quot;instant\u0026quot;.\u003c/p\u003e\n\u003ch3\u003eBPE encode\u003c/h3\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch, no cache\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e530 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e446 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−16%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch\u003c/code\u003e (cached)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e690 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e685 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode\u003c/code\u003e (single)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.95 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.94 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (small)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e32.6 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e31.5 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−3%\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (big)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.01 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e988 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−2%\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eThe BPE per-thread cache PR (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e) shows much larger wins on highly-parallel workloads (+47–62% at 88+ threads on a server box, per the PR's own measurements on Vera). Single-thread batch numbers above are flat or slightly improved because cache-hit overhead was already low without contention.\u003c/p\u003e\n\u003ch3\u003eLlama-3 encode\u003c/h3\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7f1623b90b5adfb9bc327d4c3468d2f70bbce262\"\u003e\u003ccode\u003e7f1623b\u003c/code\u003e\u003c/a\u003e Bump version to 0.23.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bbe43ad73d8fc8932b9d0e657ddee3cd70c649a4\"\u003e\u003ccode\u003ebbe43ad\u003c/code\u003e\u003c/a\u003e ci: release workflow fixes (node + python) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2043\"\u003e#2043\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/ab0c5d8fc13eb1c5001d9c06806635e2b5a42e9f\"\u003e\u003ccode\u003eab0c5d8\u003c/code\u003e\u003c/a\u003e Fix node release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2034\"\u003e#2034\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/decd8e07dad15f296c0adc2bc3a560f62d3de2eb\"\u003e\u003ccode\u003edecd8e0\u003c/code\u003e\u003c/a\u003e bindings/python: free-threaded Python (3.14t) support (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2041\"\u003e#2041\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/3992692d483bf3177219b52cb101b1bb055c18e6\"\u003e\u003ccode\u003e3992692\u003c/code\u003e\u003c/a\u003e update for release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2033\"\u003e#2033\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bcdd25b97fcd78549903082ecf3ddd87d42c456b\"\u003e\u003ccode\u003ebcdd25b\u003c/code\u003e\u003c/a\u003e BPE cache: per-thread read-through cache to avoid RwLock atomics on hits (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/618eb383f43e207139eb5cdb9bca17796b5e9bd7\"\u003e\u003ccode\u003e618eb38\u003c/code\u003e\u003c/a\u003e Bump follow-redirects in /tokenizers/examples/unstable_wasm/www (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b6b1688bef2e87efc91af18edf7ac38b4d2dfbe6\"\u003e\u003ccode\u003eb6b1688\u003c/code\u003e\u003c/a\u003e chore: bump doc-builder SHA for PR upload workflow (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2025\"\u003e#2025\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/19015d6b44aa3896626de5092e4171aed1b56d5b\"\u003e\u003ccode\u003e19015d6\u003c/code\u003e\u003c/a\u003e fix: use uvx --with cairosvg instead of uv pip install --system (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/efbcc68e321c364c8f9541f1c93a158df54d7da4\"\u003e\u003ccode\u003eefbcc68\u003c/code\u003e\u003c/a\u003e Ci benchmarks (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2019\"\u003e#2019\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e...\n\n_Description has been truncated_","html_url":"https://github.com/guqiong96/Lvllmds4/pull/65","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guqiong96%2FLvllmds4/issues/65","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/65/packages"},{"uuid":"5361865955","node_id":"PR_kwDOQd8Gdc8AAAABCXaeCQ","number":503,"state":"open","title":"chore(deps): Bump the minor-and-patch group in /MY_HOME_SYSTEM with 58 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":4,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-09-06T00:28:59.000Z","updated_at":"2026-09-06T12:21:11.831Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): Bump","group_name":"minor-and-patch","update_count":58,"packages":[{"name":"aenum","old_version":"3.1.16","new_version":"3.1.17","repository_url":"https://github.com/ethanfurman/aenum"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.7.1","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"altair","old_version":"6.0.0","new_version":"6.2.2","repository_url":"https://github.com/vega/altair"},{"name":"annotated-doc","old_version":"0.0.4","new_version":"0.0.5","repository_url":"https://github.com/fastapi/annotated-doc"},{"name":"annotated-types","old_version":"0.7.0","new_version":"0.8.0","repository_url":"https://github.com/annotated-types/annotated-types"},{"name":"anyio","old_version":"4.12.0","new_version":"4.15.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"cffi","old_version":"2.0.0","new_version":"2.1.1","repository_url":"https://github.com/python-cffi/cffi"},{"name":"charset-normalizer","old_version":"3.4.4","new_version":"3.5.1","repository_url":"https://github.com/jawah/charset_normalizer"},{"name":"click","old_version":"8.3.3","new_version":"8.5.0","repository_url":"https://github.com/pallets/click"},{"name":"cryptography","old_version":"50.0.0","new_version":"50.0.1","repository_url":"https://github.com/pyca/cryptography"},{"name":"fonttools","old_version":"4.61.0","new_version":"4.64.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"google-ai-generativelanguage","old_version":"0.6.15","new_version":"0.12.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-api-core","old_version":"2.28.1","new_version":"2.34.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-api-python-client","old_version":"2.187.0","new_version":"2.200.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"google-auth","old_version":"2.41.1","new_version":"2.57.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-httplib2","old_version":"0.2.1","new_version":"0.4.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-oauthlib","old_version":"1.2.3","new_version":"1.4.1","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-generativeai","old_version":"0.8.5","new_version":"0.8.6","repository_url":"https://github.com/google/generative-ai-python"},{"name":"googleapis-common-protos","old_version":"1.72.0","new_version":"1.75.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"grpcio","old_version":"1.76.0","new_version":"1.83.1","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-status","old_version":"1.71.2","new_version":"1.83.1"},{"name":"idna","old_version":"3.18","new_version":"3.19","repository_url":"https://github.com/kjd/idna"},{"name":"jsonschema","old_version":"4.25.1","new_version":"4.26.0","repository_url":"https://github.com/python-jsonschema/jsonschema"},{"name":"kiwisolver","old_version":"1.4.9","new_version":"1.5.1","repository_url":"https://github.com/nucleic/kiwi"},{"name":"line-bot-sdk","old_version":"3.21.0","new_version":"3.25.0","repository_url":"https://github.com/line/line-bot-sdk-python"},{"name":"lxml","old_version":"6.1.0","new_version":"6.1.3","repository_url":"https://github.com/lxml/lxml"},{"name":"multidict","old_version":"6.7.0","new_version":"6.7.1","repository_url":"https://github.com/aio-libs/multidict"},{"name":"narwhals","old_version":"2.13.0","new_version":"2.25.0","repository_url":"https://github.com/narwhals-dev/narwhals"},{"name":"numpy","old_version":"2.2.6","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"platformdirs","old_version":"4.5.0","new_version":"4.11.7","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"proto-plus","old_version":"1.26.1","new_version":"1.28.4","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"pydantic","old_version":"2.12.5","new_version":"2.13.5","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.41.5","new_version":"2.48.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydeck","old_version":"0.9.1","new_version":"0.9.3","repository_url":"https://github.com/visgl/deck.gl"},{"name":"pygments","old_version":"2.20.0","new_version":"2.21.0","repository_url":"https://github.com/pygments/pygments"},{"name":"pyparsing","old_version":"3.2.5","new_version":"3.3.2","repository_url":"https://github.com/pyparsing/pyparsing"},{"name":"pypdfium2","old_version":"5.1.0","new_version":"5.13.0","repository_url":"https://github.com/pypdfium2-team/pypdfium2"},{"name":"python-dotenv","old_version":"1.2.2","new_v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# (dependabot-start)\n⚠️  **Dependabot is rebasing this PR** ⚠️ \n\nRebasing might not happen immediately, so don't worry if this takes some time.\n\nNote: if you make any changes to this PR yourself, they will take precedence over the rebase.\n\n---\n\n[//]: # (dependabot-end)\n\nBumps the minor-and-patch group in /MY_HOME_SYSTEM with 58 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [aenum](https://github.com/ethanfurman/aenum) | `3.1.16` | `3.1.17` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [altair](https://github.com/vega/altair) | `6.0.0` | `6.2.2` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.0` | `4.15.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.4` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.3.3` | `8.5.0` |\n| [cryptography](https://github.com/pyca/cryptography) | `50.0.0` | `50.0.1` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.61.0` | `4.64.0` |\n| [google-ai-generativelanguage](https://github.com/googleapis/google-cloud-python) | `0.6.15` | `0.12.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.28.1` | `2.34.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.187.0` | `2.200.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.41.1` | `2.57.0` |\n| [google-auth-httplib2](https://github.com/googleapis/google-cloud-python) | `0.2.1` | `0.4.2` |\n| [google-auth-oauthlib](https://github.com/googleapis/google-cloud-python) | `1.2.3` | `1.4.1` |\n| [google-generativeai](https://github.com/google/generative-ai-python) | `0.8.5` | `0.8.6` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.72.0` | `1.75.2` |\n| [grpcio](https://github.com/grpc/grpc) | `1.76.0` | `1.83.1` |\n| [grpcio-status](https://grpc.io) | `1.71.2` | `1.83.1` |\n| [idna](https://github.com/kjd/idna) | `3.18` | `3.19` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.1` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.9` | `1.5.1` |\n| [line-bot-sdk](https://github.com/line/line-bot-sdk-python) | `3.21.0` | `3.25.0` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.7.0` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.13.0` | `2.25.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.2.6` | `2.4.6` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.5.0` | `4.11.7` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.5` | `2.13.5` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.5` | `2.48.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.5` | `3.3.2` |\n| [pypdfium2](https://github.com/pypdfium2-team/pypdfium2) | `5.1.0` | `5.13.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.2.2` | `1.2.3` |\n| [requests](https://github.com/psf/requests) | `2.33.0` | `2.34.2` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.4` | `2.9.2` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tenacity](https://github.com/jd/tenacity) | `9.1.2` | `9.1.4` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.1` | `4.70.0` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.38.0` | `0.52.4` |\n| [wrapt](https://github.com/GrahamDumpleton/wrapt) | `2.0.1` | `2.4.0` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.22.0` | `1.24.5` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [httpx2](https://github.com/pydantic/httpx2) | `2.10.0` | `2.12.0` |\n| [pytest-cov](https://github.com/pytest-dev/pytest-cov) | `7.0.0` | `7.1.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.145.1` | `6.167.1` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.14.4` | `0.16.5` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.9.2` | `1.9.4` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.9.0` | `2.10.1` |\n\nUpdates `aenum` from 3.1.16 to 3.1.17\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f0f6fd8e2ac0bb379eb11f6029023d2bad88732a\"\u003e\u003ccode\u003ef0f6fd8\u003c/code\u003e\u003c/a\u003e version 3.1.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/60c5641a7c0525ae812c9674330c3634bd852e69\"\u003e\u003ccode\u003e60c5641\u003c/code\u003e\u003c/a\u003e remove duplicate function\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/e463496bd4a485f92f34eec37b7b73aedef10405\"\u003e\u003ccode\u003ee463496\u003c/code\u003e\u003c/a\u003e fix global_flag_repr\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f6510625e7cf7e7291d3b1b12e0bb341467e6f27\"\u003e\u003ccode\u003ef651062\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/ethanfurman/aenum/compare/3.1.16...3.1.17\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohappyeyeballs` from 2.6.1 to 2.7.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/releases\"\u003eaiohappyeyeballs's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance Improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/239\"\u003e#239\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/227\"\u003e#227\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/229\"\u003e#229\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/226\"\u003e#226\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.7.0...v2.7.1\"\u003ev2.7.0...v2.7.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Python 3.14 support (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/224\"\u003e#224\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.2...v2.7.0\"\u003ev2.6.2...v2.7.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/222\"\u003e#222\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/185\"\u003e#185\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/221\"\u003e#221\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.6.2\"\u003ev2.6.1...v2.6.2\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/blob/main/CHANGELOG.md\"\u003eaiohappyeyeballs's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd python 3.14 support (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/4dfc926e30eea8d24c1a71602d73c0e9a895c191\"\u003e\u003ccode\u003e4dfc926\u003c/code\u003e\u003c/a\u003e 2.7.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e perf: use defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/239\"\u003e#239\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/338277badfb25fc38759ce38ab9ea2c20ec1bfff\"\u003e\u003ccode\u003e338277b\u003c/code\u003e\u003c/a\u003e chore: stop tracking .DS_Store files (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/16978694944ed7fb5e7b49a173160144ccac45bc\"\u003e\u003ccode\u003e1697869\u003c/code\u003e\u003c/a\u003e ci: add codspeed benchmark suite for addrinfo reordering hot paths (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/d40a848cd2262b435242646fa8e220300bcd6952\"\u003e\u003ccode\u003ed40a848\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump starlette from 1.0.1 to 1.3.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/242\"\u003e#242\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/51d42669b2b94a78c6d4bd059e449b8ef51c6646\"\u003e\u003ccode\u003e51d4266\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump cryptography from 46.0.7 to 48.0.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/243\"\u003e#243\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/2df44b3987d3c887a8493ba19259c63588226d6c\"\u003e\u003ccode\u003e2df44b3\u003c/code\u003e\u003c/a\u003e chore(pre-commit.ci): pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/241\"\u003e#241\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/3e3cb615f00bfb4d29c30e0c86c897f4de8fb02d\"\u003e\u003ccode\u003e3e3cb61\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump pytest from 9.0.3 to 9.1.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/244\"\u003e#244\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/922dcd79a66d67fdd98a5f9b7587c4f8cda44653\"\u003e\u003ccode\u003e922dcd7\u003c/code\u003e\u003c/a\u003e chore(deps-ci): bump the github-actions group with 4 updates (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/245\"\u003e#245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/70461c583a8cf3c6fa85b8c48b8e4b576cee8083\"\u003e\u003ccode\u003e70461c5\u003c/code\u003e\u003c/a\u003e ci: drop .github/FUNDING.yml to inherit org-wide config (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/247\"\u003e#247\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.7.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `altair` from 6.0.0 to 6.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/vega/altair/releases\"\u003ealtair's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.2.2\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Avoid layered concat view name collisions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4066\"\u003evega/altair#4066\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: Include layered concat views in selection params by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4069\"\u003evega/altair#4069\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003edocs: Add an Andrews curves example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Add an interactive bin-size example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4050\"\u003evega/altair#4050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Validate docs publish clone by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4064\"\u003evega/altair#4064\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Fix broken example and sync with VL by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4010\"\u003evega/altair#4010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Make warning for doc preview page more prominent by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4048\"\u003evega/altair#4048\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Check uv lockfile by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4052\"\u003evega/altair#4052\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Run docs build only for docs-related changes and don't duplicate builds on PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4053\"\u003evega/altair#4053\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Update dependencies from dependabot alerts by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4055\"\u003evega/altair#4055\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Upload docs build artifact for PR preview by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4056\"\u003evega/altair#4056\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Reduce dependabot PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4028\"\u003evega/altair#4028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Correctly resolve docbuild worflow number from PR number by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4060\"\u003evega/altair#4060\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Group major GitHub Actions updates by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4061\"\u003evega/altair#4061\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Rename docbuild job from 'build' to 'docbuild' by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4062\"\u003evega/altair#4062\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Schedule release drafts twice monthly by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4057\"\u003evega/altair#4057\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Publish official docs after release is published by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4054\"\u003evega/altair#4054\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Document how local versioning works and add base tag by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4051\"\u003evega/altair#4051\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Disambiguate workflow naming by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4063\"\u003evega/altair#4063\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: enable partial Python 3.14t coverage by \u003ca href=\"https://github.com/axelray-dev\"\u003e\u003ccode\u003e@​axelray-dev\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4038\"\u003evega/altair#4038\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.1...v6.2.2\"\u003ehttps://github.com/vega/altair/compare/v6.2.1...v6.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.1\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Write dataset cache files atomically by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4034\"\u003evega/altair#4034\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Prevent uv from dirtying worktree during publish by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4045\"\u003evega/altair#4045\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Clarify release review instructions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4046\"\u003evega/altair#4046\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.0...v6.2.1\"\u003ehttps://github.com/vega/altair/compare/v6.2.0...v6.2.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThis is the first release in an effort to have smaller, more frequent releases going forward. By making the release process more convenient, we aim to more quickly push out fixes and features that already landed on the main branch to a released version of Altair.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/a9765713566095349cb1cfbbe85d6ad258c84245\"\u003e\u003ccode\u003ea976571\u003c/code\u003e\u003c/a\u003e fix: Include layered concat views in selection params (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4069\"\u003e#4069\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/432157b2304e0e30d89167ab26d1f7987f615a31\"\u003e\u003ccode\u003e432157b\u003c/code\u003e\u003c/a\u003e fix: Avoid layered concat view name collisions (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4066\"\u003e#4066\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/b875b95a24ee20f8e5665a730ee6d80cb6d55348\"\u003e\u003ccode\u003eb875b95\u003c/code\u003e\u003c/a\u003e docs: Fix a broken example and sync another one with VL (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4010\"\u003e#4010\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/7b289f9adf07d960f94620ef02c33b8f400f4948\"\u003e\u003ccode\u003e7b289f9\u003c/code\u003e\u003c/a\u003e ci: Enable partial Python 3.14t coverage (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4038\"\u003e#4038\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/105ff2b4957651bf4cf55e4e2586705fa02ddfe7\"\u003e\u003ccode\u003e105ff2b\u003c/code\u003e\u003c/a\u003e docs: Validate docs publish clone (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4064\"\u003e#4064\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/c82dd2e4af3bcd06ee4909cc38135d1b7f92c3dd\"\u003e\u003ccode\u003ec82dd2e\u003c/code\u003e\u003c/a\u003e ci: Disambiguate workflow naming (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4063\"\u003e#4063\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/624bee9705b345961c9b225d39562a10068461af\"\u003e\u003ccode\u003e624bee9\u003c/code\u003e\u003c/a\u003e docs: Add an interactive bin-size example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4050\"\u003e#4050\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/3b1acf676a1a61d9df8d1ded2393dfde49587cae\"\u003e\u003ccode\u003e3b1acf6\u003c/code\u003e\u003c/a\u003e docs: Add an Andrews curves example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4049\"\u003e#4049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/edea5f64e7e893315e2050672058f86657b28201\"\u003e\u003ccode\u003eedea5f6\u003c/code\u003e\u003c/a\u003e ci: Document how local versioning works and add base tag (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4051\"\u003e#4051\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/f8b4337e1355ca229d1e2e9645e89b6ec1a7a41c\"\u003e\u003ccode\u003ef8b4337\u003c/code\u003e\u003c/a\u003e ci: Publish official docs after release is published (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4054\"\u003e#4054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/vega/altair/compare/v6.0.0...v6.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-doc` from 0.0.4 to 0.0.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/releases\"\u003eannotated-doc's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.27 to 0.0.33. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/52\"\u003e#52\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/blob/main/release-notes.md\"\u003eannotated-doc's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5 (2026-07-28)\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef48d6ad51d226f772fd9c5284f55199afe4007c\"\u003e\u003ccode\u003eef48d6a\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.0.5 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/93\"\u003e#93\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/c628000835a26f6bc8c776f90bcbcf95211f233b\"\u003e\u003ccode\u003ec628000\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/e0b4579d2ad8d62a304c9f30a1c2c084f0d372e5\"\u003e\u003ccode\u003ee0b4579\u003c/code\u003e\u003c/a\u003e ➖ Drop support for Python 3.8 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/36\"\u003e#36\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef956b4e9f2c0e2bead1cba7a6888e1ed8c2c237\"\u003e\u003ccode\u003eef956b4\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/84bf1e5402c5e0cfd1462c5d3c8bae22fb717bd8\"\u003e\u003ccode\u003e84bf1e5\u003c/code\u003e\u003c/a\u003e ⬆️ Upgrade latest-changes to 0.7.1 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cf773e138b1dc5608ce0f0d11e1939c410ef6228\"\u003e\u003ccode\u003ecf773e1\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/1375d6eb8147cb2352d080ef09f356dfc18e0d29\"\u003e\u003ccode\u003e1375d6e\u003c/code\u003e\u003c/a\u003e ⬆ Bump the github-actions group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/91\"\u003e#91\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cd373656cbf40e5fd4cc28680ca5e05bf12709cb\"\u003e\u003ccode\u003ecd37365\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/f9f3b695cbacc4ffc37d9cebff6e05bd1751f68a\"\u003e\u003ccode\u003ef9f3b69\u003c/code\u003e\u003c/a\u003e ⬆ Bump the python-packages group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/842084457f0a7739fb91d2a4ea602b2bc4e15767\"\u003e\u003ccode\u003e8420844\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/annotated-doc/compare/0.0.4...0.0.5\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-types` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/annotated-types/annotated-types/releases\"\u003eannotated-types's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRename DocInfo to Doc by \u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.13 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix docstring of \u003ccode\u003eTimezone\u003c/code\u003e by \u003ca href=\"https://github.com/Viicos\"\u003e\u003ccode\u003e@​Viicos\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/84\"\u003eannotated-types/annotated-types#84\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUpdate license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) by \u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: typo in README.md by \u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd CI for PyPy3.11 and fix test (issue 71) by \u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix string predicate names in doc by \u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd SPDX license expression by \u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdded Python 3.14 to the test matrix by \u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8-3.9 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/97\"\u003eannotated-types/annotated-types#97\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typo in \u003ccode\u003eLen\u003c/code\u003e docstring by \u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrepare for 0.8.0 release by \u003ca href=\"https://github.com/adriangb\"\u003e\u003ccode\u003e@​adriangb\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/103\"\u003eannotated-types/annotated-types#103\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ehttps://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/9eb96680138269811a39d838d720abc3dce33954\"\u003e\u003ccode\u003e9eb9668\u003c/code\u003e\u003c/a\u003e Prepare for 0.8.0 release (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/10b77644f88b385357653730a1ab23748ca3ae2e\"\u003e\u003ccode\u003e10b7764\u003c/code\u003e\u003c/a\u003e Fix typo in \u003ccode\u003eLen\u003c/code\u003e docstring (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/100\"\u003e#100\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/955f7576d616feb6e9407c74498517787c38afd4\"\u003e\u003ccode\u003e955f757\u003c/code\u003e\u003c/a\u003e Add support for Python 3.14 and drop EOL 3.8-3.9 (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/97\"\u003e#97\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/bd280fea7983550d266f993d868b8dd7ff822bf1\"\u003e\u003ccode\u003ebd280fe\u003c/code\u003e\u003c/a\u003e Added Python 3.14 to the test matrix (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/96\"\u003e#96\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/a471bb757663452459893e6f593118ec21eb1b9e\"\u003e\u003ccode\u003ea471bb7\u003c/code\u003e\u003c/a\u003e Add SPDX license expression (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/eab91d9a8c0d3f73661fc4b0794a1fe76c94fa84\"\u003e\u003ccode\u003eeab91d9\u003c/code\u003e\u003c/a\u003e Fix string predicate names in doc (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/03ad9c3c7b4d4dfe9e33c09075a3a2766c0820e1\"\u003e\u003ccode\u003e03ad9c3\u003c/code\u003e\u003c/a\u003e add CI for PyPy3.11 and fix test (issue 71) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/88\"\u003e#88\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/5ae60437f0ab493cedd27311bc6ce6d2188e8d8b\"\u003e\u003ccode\u003e5ae6043\u003c/code\u003e\u003c/a\u003e fix: typo in README.md (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/87\"\u003e#87\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/b60ad7bff90019c7de3547df1c8e3586eb328423\"\u003e\u003ccode\u003eb60ad7b\u003c/code\u003e\u003c/a\u003e Update license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/86\"\u003e#86\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/3fbeb6d129760ae48d7a0372fb9301764acc95ae\"\u003e\u003ccode\u003e3fbeb6d\u003c/code\u003e\u003c/a\u003e Fix docstring of \u003ccode\u003eTimezone\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/84\"\u003e#84\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anyio` from 4.12.0 to 4.15.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.15.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for the newer keyword-only arguments on \u003ccode\u003eanyio.Path\u003c/code\u003e methods to match the standard library \u003ccode\u003epathlib.Path\u003c/code\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eexists()\u003c/code\u003e (Python 3.12+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_dir()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_file()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eowner()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003egroup()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003enewline\u003c/code\u003e on \u003ccode\u003eread_text()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e(\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1286\"\u003e#1286\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1293\"\u003e#1293\u003c/a\u003e; PR by \u003ca href=\"https://github.com/jaideeppyne\"\u003e\u003ccode\u003e@​jaideeppyne\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eamap\u003c/code\u003e, \u003ccode\u003egather\u003c/code\u003e, and \u003ccode\u003eas_completed\u003c/code\u003e utility functions to simplify common patterns (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1173\"\u003e#1173\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003e--anyio-mode\u003c/code\u003e command-line option as an alternative to the \u003ccode\u003eanyio_mode\u003c/code\u003e ini setting, and fix the pytest plugin's auto mode detection to recognize the mode when set via either mechanism(e.g: \u003ccode\u003epytest_asyncio\u003c/code\u003e). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1242\"\u003e#1242\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003eanyio.Future\u003c/code\u003e synchronization primitive which behaves similar to \u003ccode\u003easyncio.Future\u003c/code\u003e, allowing tasks to wait for a value (or exception) from another task (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1146\"\u003e#1146\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Vizonex\"\u003e\u003ccode\u003e@​Vizonex\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded guidance for managing multiple memory object stream producers and consumers with cloned streams (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/330\"\u003e#330\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nightcityblade\"\u003e\u003ccode\u003e@​nightcityblade\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eStapledObjectStream.send_nowait()\u003c/code\u003e that delegates to the underlying \u003ccode\u003eObjectSendStream\u003c/code\u003e, if it implements it (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1241\"\u003e#1241\u003c/a\u003e; PR by \u003ca href=\"https://github.com/davidbrochart\"\u003e\u003ccode\u003e@​davidbrochart\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003emove_on_at()\u003c/code\u003e and \u003ccode\u003efail_at()\u003c/code\u003e functions to complement \u003ccode\u003emove_on_after()\u003c/code\u003e and \u003ccode\u003efail_after()\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the default name for a task spawned with \u003ccode\u003eTaskGroup.create_task(func())\u003c/code\u003e to match the default task name for the analogous task spawned with \u003ccode\u003eTaskGroup.start_soon(func)\u003c/code\u003e or \u003ccode\u003eTaskGroup.start(func)\u003c/code\u003e in more situations. Previously, the default name of a \u003ccode\u003eTaskGroup.create_task\u003c/code\u003e task never included the module name. (The default name for a task spawned with \u003ccode\u003eTaskGroup.start_soon\u003c/code\u003e or \u003ccode\u003eTaskGroup.start\u003c/code\u003e typically includes the module name.) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1234\"\u003e#1234\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the \u003ccode\u003eanyio\u003c/code\u003e and \u003ccode\u003eanyio.abc\u003c/code\u003e modules to lazily (much like \u003ccode\u003e810\u003c/code\u003e) import the necessary submodules. This is done by parsing the AST of the module and building a lookup table from the \u003ccode\u003eif TYPE_CHECKING:\u003c/code\u003e block. A fallback mode has been provided for installations where the source code is unavailable (e.g. PyInstaller). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1169\"\u003e#1169\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed free-threading compatibility issues arising from the fact that on Python 3.14 free-threading builds, newly created threads inherit the current context by default, causing AnyIO to behave erroneously in relation to \u003ccode\u003estart_blocking_portal()\u003c/code\u003e and \u003ccode\u003eanyio.to_thread.run_sync()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1224\"\u003e#1224\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eSpooledTemporaryFile.readinto()\u003c/code\u003e and \u003ccode\u003ereadinto1()\u003c/code\u003e reading twice before rollover, so the destination buffer was overwritten by the second read and the file position advanced twice, silently losing data (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1215\"\u003e#1215\u003c/a\u003e; PR by \u003ca href=\"https://github.com/c-tonneslan\"\u003e\u003ccode\u003e@​c-tonneslan\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded a \u003ccode\u003ereason\u003c/code\u003e parameter to \u003ccode\u003efail_after\u003c/code\u003e (and the new \u003ccode\u003efail_at\u003c/code\u003e) allowing for added exception context when raising \u003ccode\u003eTimeoutError\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1227\"\u003e#1227\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the default \u003ccode\u003eTaskHandle.name\u003c/code\u003e missing part of the task name for tasks started with \u003ccode\u003eTaskGroup.start\u003c/code\u003e on Trio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1231\"\u003e#1231\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.run\u003c/code\u003e leaking, or at least, delaying collection of loop and root_task due to the root task being cached in a \u003ccode\u003eRunVar\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1203\"\u003e#1203\u003c/a\u003e; PR by \u003ca href=\"https://github.com/tapetersen\"\u003e\u003ccode\u003e@​tapetersen\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.Path.with_stem()\u003c/code\u003e silently producing a wrong path (e.g. \u003ccode\u003ePath(\u0026quot;.txt\u0026quot;)\u003c/code\u003e) instead of raising \u003ccode\u003eValueError\u003c/code\u003e when given an empty stem on a path with a non-empty suffix, unlike \u003ccode\u003epathlib.PurePath.with_stem\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1200\"\u003e#1200\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Sanjays2402\"\u003e\u003ccode\u003e@​Sanjays2402\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eUNIXSocketStream.aclose()\u003c/code\u003e raising \u003ccode\u003easyncio.InvalidStateError\u003c/code\u003e when a concurrent receive or send operation had just been cancelled on the asyncio backend (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1267\"\u003e#1267\u003c/a\u003e; PR by \u003ca href=\"https://github.com/alloutflo\"\u003e\u003ccode\u003e@​alloutflo\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the pytest plugin importing the deprecated \u003ccode\u003e_pytest.python.CallSpec2\u003c/code\u003e alias, which triggers \u003ccode\u003ePytestRemovedIn10Warning\u003c/code\u003e on \u003ccode\u003epytest\u0026gt;=9.2\u003c/code\u003e and crashes pytest at startup when \u003ccode\u003efilterwarnings = error\u003c/code\u003e is configured (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1271\"\u003e#1271\u003c/a\u003e; PR by \u003ca href=\"https://github.com/matthewfeickert\"\u003e\u003ccode\u003e@​matthewfeickert\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed an asyncio worker thread race that could raise \u003ccode\u003eRuntimeError\u003c/code\u003e when the event loop closed between checking its state and scheduling the worker result (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1265\"\u003e#1265\u003c/a\u003e; PR by \u003ca href=\"https://github.com/hansu650\"\u003e\u003ccode\u003e@​hansu650\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens when \u003ccode\u003etotal_tokens\u003c/code\u003e was raised while the limiter was over-subscribed (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1223\"\u003e#1223\u003c/a\u003e; PR by \u003ca href=\"https://github.com/zelinewang\"\u003e\u003ccode\u003e@​zelinewang\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed asyncio task groups leaking unawaited coroutines when a custom task constructor fails; default task creation is unaffected (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1274\"\u003e#1274\u003c/a\u003e; PR by \u003ca href=\"https://github.com/dsfaccini\"\u003e\u003ccode\u003e@​dsfaccini\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/928366259543412a2deb1e2ba09ea45ffa92ef4f\"\u003e\u003ccode\u003e9283662\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/d137692a90f76e4f71605e32ea5ca94cab3a539d\"\u003e\u003ccode\u003ed137692\u003c/code\u003e\u003c/a\u003e Improved the instructions for AI agents\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/033fc52b8fa8e90c5d0ef24b10b3860e974a6265\"\u003e\u003ccode\u003e033fc52\u003c/code\u003e\u003c/a\u003e Shield TemporaryDirectory cleanup from cancellation (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1304\"\u003e#1304\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/942e9a6552cc10b5aaa779d84bfc8e2c3d5fcffc\"\u003e\u003ccode\u003e942e9a6\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1305\"\u003e#1305\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b825c3be7cb4ca1a8000b8065d4e147843deb704\"\u003e\u003ccode\u003eb825c3b\u003c/code\u003e\u003c/a\u003e Fixed pyproject.toml changes not triggering the test suite\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/9727dc504681e2986b5bc285de9571fb467539af\"\u003e\u003ccode\u003e9727dc5\u003c/code\u003e\u003c/a\u003e Fixed start inconsistencies between trio and asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1198\"\u003e#1198\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b05fe6d160a640355c201363cab286a7d2581da8\"\u003e\u003ccode\u003eb05fe6d\u003c/code\u003e\u003c/a\u003e Fixed wrong type in move_on_after (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1297\"\u003e#1297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44d0c93cc20079acbf38ba4dbed5ab9df323f153\"\u003e\u003ccode\u003e44d0c93\u003c/code\u003e\u003c/a\u003e Fixed asyncio task group coroutine cleanup (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1275\"\u003e#1275\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/ae250440c90020b030ba4e83cccc37e9a84512c5\"\u003e\u003ccode\u003eae25044\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6d3a30d264637374b1b642d2e97217c816151cfe\"\u003e\u003ccode\u003e6d3a30d\u003c/code\u003e\u003c/a\u003e Add follow_symlinks argument to anyio.Path.owner() and group() (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1293\"\u003e#1293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.12.0...4.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `cffi` from 2.0.0 to 2.1.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-cffi/cffi/releases\"\u003ecffi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.1.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMinimize internal Python API usage for interpreter and thread state sampling where possible. Avoids breaking ABI change in Python \u0026gt;= 3.15.0b4 (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/pull/269\"\u003epython-cffi/cffi#269\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\"\u003ehttps://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.1.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdded support for Python 3.15 and support for C extensions generated by CFFI\nto target the new \u003ccode\u003eabi3t\u003c/code\u003e free-threaded ABI.\u003c/li\u003e\n\u003cli\u003eDropped support for Python 3.9.\u003c/li\u003e\n\u003cli\u003eAdded \u003ccode\u003ecffi-gen-src\u003c/code\u003e CLI to generate CFFI C extension source for alternate build backend support.\u003c/li\u003e\n\u003cli\u003eFixed crashes inside \u003ccode\u003e__delitem__\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eFixed \u0026quot;string too big\u0026quot; error under MSVC.\u003c/li\u003e\n\u003cli\u003eFixed mingw builds.\u003c/li\u003e\n\u003cli\u003eAdded support for arm64 iOS wheels.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/fd33e7700f0ebafe6f30bd5053f13327221b77a2\"\u003e\u003ccode\u003efd33e77\u003c/code\u003e\u003c/a\u003e New release 2.1.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/56a7876b8cd3b2d8148233a90e0121d74cd83852\"\u003e\u003ccode\u003e56a7876\u003c/code\u003e\u003c/a\u003e Use PyGILState_Ensure to avoid accessing CPython internals (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/269\"\u003e#269\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/270\"\u003e#270\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/d9f6f70adac5ca9f260abf5405cf4d0373767b65\"\u003e\u003ccode\u003ed9f6f70\u003c/code\u003e\u003c/a\u003e New release 2.1.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/02a7b0e32db93964b9756537110119d74aa23425\"\u003e\u003ccode\u003e02a7b0e\u003c/code\u003e\u003c/a\u003e Misc pre-2.1 release/packaging cleanup (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/253\"\u003e#253\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/1362e5ddc5417f1350200d4d6183c3eb3da9cc8d\"\u003e\u003ccode\u003e1362e5d\u003c/code\u003e\u003c/a\u003e Move cffi-gen-src release note to 2.1.0 notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a797055125e049fd79483d0dcdf8cff59c64c6e4\"\u003e\u003ccode\u003ea797055\u003c/code\u003e\u003c/a\u003e Make error message when embedding version test fails more friendly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/f1f40a8e1667b9ef6cf8fe3c451829408feab018\"\u003e\u003ccode\u003ef1f40a8\u003c/code\u003e\u003c/a\u003e Update changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/dc62c93af7be7c535dc17f621de2bfc99490d3bd\"\u003e\u003ccode\u003edc62c93\u003c/code\u003e\u003c/a\u003e Delete missed cp39 Windows builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a34118009e64a7fed8ea49bdbad4d6a07494bb4f\"\u003e\u003ccode\u003ea341180\u003c/code\u003e\u003c/a\u003e Update version numbers to prepare for v2.1 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/9f04d8506a6c7186dc3be7316f21aab042e075cb\"\u003e\u003ccode\u003e9f04d85\u003c/code\u003e\u003c/a\u003e Mark test using inet_ntoa as thread-unsafe\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.0.0...v2.1.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.4 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.5.0\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the option...\n\n_Description has been 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/github.com/aminalaee/uuid-utils"},{"name":"uvicorn","old_version":"0.27.1","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"watchfiles","old_version":"1.1.0","new_version":"1.2.0","repository_url":"https://github.com/samuelcolvin/watchfiles"},{"name":"wcwidth","old_version":"0.5.3","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"websocket-client","old_version":"1.8.0","new_version":"1.9.2","repository_url":"https://github.com/websocket-client/websocket-client"},{"name":"werkzeug","old_version":"3.1.6","new_version":"3.1.8","repository_url":"https://github.com/pallets/werkzeug"},{"name":"wsproto","old_version":"1.2.0","new_version":"1.3.2","repository_url":"https://github.com/python-hyper/wsproto"},{"name":"yarl","old_version":"1.20.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"safety","old_version":"3.2.0","new_version":"3.8.1","repository_url":"https://github.com/pyupio/safety"},{"name":"opentelemetry-instrumentation-celery","old_version":"0.61b0","new_version":"0.65b0","repository_url":"https://github.com/open-telemetry/opentelemetry-python-contrib"},{"name":"langchain-community","old_version":"0.3.5","new_version":"0.4.2","repository_url":"https://github.com/langchain-ai/langchain-community"},{"name":"langserve","old_version":"0.2.1","new_version":"0.3.3","repository_url":"https://github.com/langchain-ai/langserve"},{"name":"autogen","old_version":"0.5.0","new_version":"0.14.1","repository_url":"https://github.com/ag2ai/ag2classic"},{"name":"eth-account","old_version":"0.13.0","new_version":"0.14.0","repository_url":"https://github.com/ApeWorX/eth-account"},{"name":"eth-keys","old_version":"0.7.1","new_version":"0.8.0","repository_url":"https://github.com/ApeWorX/eth-keys"},{"name":"semgrep","old_version":"1.92.0","new_version":"1.176.0","repository_url":"https://github.com/semgrep/semgrep"},{"name":"pytest-benchmark","old_version":"5.1.0","new_version":"5.3.0","repository_url":"https://github.com/ionelmc/pytest-benchmark"},{"name":"hypothesis","old_version":"6.131.0","new_version":"6.167.1","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"accelerate","old_version":"1.10.0","new_version":"1.14.0","repository_url":"https://github.com/huggingface/accelerate"},{"name":"bitsandbytes","old_version":"0.46.1","new_version":"0.50.2","repository_url":"https://github.com/bitsandbytes-foundation/bitsandbytes"},{"name":"langchain-text-splitters","old_version":"1.1.1","new_version":"1.1.2","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.7.16","new_version":"0.12.1","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"safetensors","old_version":"0.5.3","new_version":"0.8.0","repository_url":"https://github.com/huggingface/safetensors"},{"name":"streamlit","old_version":"1.54.0","new_version":"1.63.0","repository_url":"https://github.com/streamlit/streamlit"},{"name":"tokenizers","old_version":"0.21.4","new_version":"0.23.1","repository_url":"https://github.com/huggingface/tokenizers"},{"name":"torch","old_version":"2.2.0","new_version":"2.14.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"torchvision","old_version":"0.17.0","new_version":"0.29.0","repository_url":"https://github.com/pytorch/vision"},{"name":"torchaudio","old_version":"2.2.0","new_version":"2.11.0","repository_url":"https://github.com/pytorch/audio"},{"name":"scikit-image","old_version":"0.22.0","new_version":"0.26.0","repository_url":"https://github.com/scikit-image/scikit-image"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"wyn-wav2lip","old_version":"0.1.0","new_version":"0.2.3"},{"name":"face-alignment","old_version":"1.4.1","new_version":"1.5.0","repository_url":"https://github.com/1adrianb/face-alignment"},{"name":"azure-cognitiveservices-speech","old_version":"1.35.0","new_version":"1.51.2"},{"name":"supabase","old_version":"2.3.4","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"}],"path":null,"ecosystem":"pip"},"body":"Bumps the patch-and-minor group with 189 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [anyio](https://github.com/agronholm/anyio) | `4.9.0` | `4.14.2` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.2` | `3.5.1` |\n| [httpx](https://github.com/encode/httpx) | `0.26.0` | `0.28.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [pyyaml](https://github.com/yaml/pyyaml) | `6.0.2` | `6.0.3` |\n| [requests](https://github.com/psf/requests) | `2.32.5` | `2.34.2` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.2.1` | `0.16.5` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.6.3` | `2.7.0` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.1` | `0.26.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.0.1` | `1.2.3` |\n| [wheel](https://github.com/pypa/wheel) | `0.46.2` | `0.48.0` |\n| [authlib](https://github.com/authlib/authlib) | `1.6.9` | `1.8.0` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.0` | `2.13.0` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.22` | `0.0.32` |\n| [tornado](https://github.com/tornadoweb/tornado) | `6.5.5` | `6.5.8` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.111.0` | `0.141.1` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.18.4` | `1.19.1` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [apscheduler](https://github.com/agronholm/apscheduler) | `3.11.2` | `3.11.3` |\n| [arq](https://github.com/python-arq/arq) | `0.27.0` | `0.28.0` |\n| [asgiref](https://github.com/django/asgiref) | `3.11.1` | `3.12.1` |\n| [astroid](https://github.com/pylint-dev/astroid) | `4.0.4` | `4.3.1` |\n| [asyncpg](https://github.com/MagicStack/asyncpg) | `0.30.0` | `0.31.0` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.8.6` | `1.9.4` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.13.4` | `4.15.0` |\n| [bidict](https://github.com/jab/bidict) | `0.23.1` | `0.24.1` |\n| [boto3](https://github.com/boto/boto3) | `1.42.64` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.42.64` | `1.43.86` |\n| [build](https://github.com/pypa/build) | `1.3.0` | `1.6.0` |\n| [celery](https://github.com/celery/celery) | `5.6.2` | `5.6.3` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [chromadb](https://github.com/chroma-core/chroma) | `1.0.15` | `1.5.9` |\n| [click](https://github.com/pallets/click) | `8.2.1` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.9.0` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.13.4` | `7.16.0` |\n| [cross-web](https://github.com/usecross/cross-web) | `0.4.1` | `0.7.0` |\n| [decorator](https://github.com/micheles/decorator) | `5.2.1` | `5.3.1` |\n| [deprecated](https://github.com/laurent-laporte-pro/deprecated) | `1.2.18` | `1.3.1` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [docstring-parser](https://github.com/rr-/docstring_parser) | `0.17.0` | `0.18.0` |\n| [durationpy](https://github.com/icholy/durationpy) | `0.10` | `0.11` |\n| [fabric](https://github.com/fabric/fabric) | `3.2.2` | `3.2.3` |\n| [fakeredis](https://github.com/cunla/fakeredis-py) | `2.33.0` | `2.37.1` |\n| [feedparser](https://github.com/kurtmckee/feedparser) | `6.0.11` | `6.0.14` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.20.3` | `3.32.5` |\n| [flask-cors](https://github.com/corydolphin/flask-cors) | `6.0.1` | `6.0.5` |\n| [flask-socketio](https://github.com/miguelgrinberg/flask-socketio) | `5.5.1` | `5.6.1` |\n| [flatbuffers](https://github.com/google/flatbuffers) | `25.2.10` | `25.12.19` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.60.2` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.7.0` | `1.8.0` |\n| [fsspec](https://github.com/fsspec/filesystem_spec) | `2026.3.0` | `2026.7.0` |\n| [geographiclib](https://github.com/geographiclib/geographiclib-python) | `2.0` | `2.1` |\n| [geopy](https://github.com/geopy/geopy) | `2.4.1` | `2.5.0` |\n| [gitpython](https://github.com/gitpython-developers/GitPython) | `3.1.50` | `3.1.61` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.3` | `2.57.0` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [graphql-core](https://github.com/graphql-python/graphql-core) | `3.2.8` | `3.2.12` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.3.2` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.74.0` | `1.83.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.3.0` | `3.4.1` |\n| [httptools](https://github.com/MagicStack/httptools) | `0.6.4` | `0.8.0` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.1.0` | `2.3.0` |\n| [jaraco-context](https://github.com/jaraco/jaraco.context) | `6.1.0` | `6.1.2` |\n| [jiter](https://github.com/pydantic/jiter) | `0.10.0` | `0.16.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.5.1` | `1.6.0` |\n| [jsonpointer](https://github.com/stefankoegl/python-json-pointer) | `3.0.0` | `3.1.1` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.0` | `4.26.0` |\n| [jsonschema-specifications](https://github.com/python-jsonschema/jsonschema-specifications) | `2025.4.1` | `2025.9.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.8` | `1.5.1` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.0` | `1.2.11` |\n| [langgraph-checkpoint](https://github.com/langchain-ai/langgraph) | `4.0.1` | `4.2.0` |\n| [langgraph-prebuilt](https://github.com/langchain-ai/langgraph) | `1.0.8` | `1.1.0` |\n| [langgraph-sdk](https://github.com/langchain-ai/langgraph) | `0.3.13` | `0.4.4` |\n| [levenshtein](https://github.com/rapidfuzz/Levenshtein) | `0.27.3` | `0.27.4` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.12` | `1.4.1` |\n| [markupsafe](https://github.com/pallets/markupsafe) | `3.0.2` | `3.0.3` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.5` | `3.11.1` |\n| [mmh3](https://github.com/hajimes/mmh3) | `5.2.0` | `5.3.0` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.2` | `1.2.2` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.6.3` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.0.1` | `2.25.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.5` | `3.6.1` |\n| [numpy](https://github.com/numpy/numpy) | `2.3.2` | `2.5.2` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.1` | `1.29.0` |\n| [openai](https://github.com/openai/openai-python) | `1.98.0` | `1.109.1` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-distro](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-instrumentation](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-asgi](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-fastapi](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-httpx](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-logging](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-redis](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-sqlalchemy](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-system-metrics](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.61b0` | `0.65b0` |\n| [opentelemetry-util-http](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.7` | `3.12.0` |\n| [pathspec](https://github.com/cpburnz/python-pathspec) | `1.1.0` | `1.1.1` |\n| [pip-tools](https://github.com/jazzband/pip-tools) | `7.5.3` | `7.6.1` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.8.0` | `2.10.1` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.9.4` | `4.11.7` |\n| [prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) | `3.0.52` | `3.0.53` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.3.2` | `0.5.2` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.10` | `2.9.12` |\n| [py-cord](https://github.com/Pycord-Development/pycord) | `2.6.1` | `2.8.1` |\n| [pyasn1](https://github.com/pyasn1/pyasn1) | `0.6.3` | `0.6.4` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.2` | `1.5.0` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.13.1` | `2.15.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygithub](https://github.com/pygithub/pygithub) | `2.9.0` | `2.10.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pylint](https://github.com/pylint-dev/pylint) | `4.0.5` | `4.0.8` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.3` | `3.3.2` |\n| [pypika](https://github.com/kayak/pypika) | `0.48.9` | `0.51.1` |\n| [pyreadline3](https://github.com/pyreadline3/pyreadline3) | `3.5.4` | `3.5.6` |\n| [python-engineio](https://github.com/miguelgrinberg/python-engineio) | `4.12.2` | `4.14.0` |\n| [python-levenshtein](https://github.com/rapidfuzz/python-Levenshtein) | `0.27.3` | `0.27.4` |\n| [python-socketio](https://github.com/miguelgrinberg/python-socketio) | `5.14.0` | `5.16.4` |\n| [qiskit](https://github.com/Qiskit/qiskit) | `2.3.1` | `2.5.2` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.14.3` | `3.14.6` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.36.2` | `0.37.0` |\n| ruamel-yaml | `0.18.14` | `0.19.1` |\n| ruamel-yaml-clib | `0.2.12` | `0.2.15` |\n| [rustworkx](https://github.com/Qiskit/rustworkx) | `0.17.1` | `0.18.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.16.0` | `0.19.2` |\n| [safehttpx](https://github.com/gradio-app/safehttpx) | `0.1.6` | `0.1.7` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.7.1` | `1.9.0` |\n| [scipy](https://github.com/scipy/scipy) | `1.12.0` | `1.18.1` |\n| [slowapi](https://github.com/laurents/slowapi) | `0.1.9` | `0.1.10` |\n| [smmap](https://github.com/gitpython-developers/smmap) | `5.0.2` | `5.0.3` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.7` | `2.9.2` |\n| [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) | `2.0.48` | `2.0.52` |\n| [stevedore](https://docs.openstack.org/stevedore) | `5.4.1` | `5.9.1` |\n| [strawberry-graphql](https://github.com/sponsors/strawberry-graphql) | `0.312.3` | `0.327.1` |\n| [tomlkit](https://github.com/python-poetry/tomlkit) | `0.13.3` | `0.15.1` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.66.1` | `4.70.0` |\n| [typer](https://github.com/fastapi/typer) | `0.16.0` | `0.27.2` |\n| [types-requests](https://github.com/python/typeshed) | `2.32.4.20260107` | `2.33.0.20260712` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.14.1` | `4.16.0` |\n| [tzlocal](https://github.com/regebro/tzlocal) | `5.3.1` | `5.4.4` |\n| [uuid-utils](https://github.com/aminalaee/uuid-utils) | `0.14.1` | `0.17.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.27.1` | `0.52.4` |\n| [watchfiles](https://github.com/samuelcolvin/watchfiles) | `1.1.0` | `1.2.0` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.5.3` | `0.8.3` |\n| [websocket-client](https://github.com/websocket-client/websocket-client) | `1.8.0` | `1.9.2` |\n| [werkzeug](https://github.com/pallets/werkzeug) | `3.1.6` | `3.1.8` |\n| [wsproto](https://github.com/python-hyper/wsproto) | `1.2.0` | `1.3.2` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.20.1` | `1.24.5` |\n| [safety](https://github.com/pyupio/safety) | `3.2.0` | `3.8.1` |\n| [opentelemetry-instrumentation-celery](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [langchain-community](https://github.com/langchain-ai/langchain-community) | `0.3.5` | `0.4.2` |\n| [langserve](https://github.com/langchain-ai/langserve) | `0.2.1` | `0.3.3` |\n| [autogen](https://github.com/ag2ai/ag2classic) | `0.5.0` | `0.14.1` |\n| [eth-account](https://github.com/ApeWorX/eth-account) | `0.13.0` | `0.14.0` |\n| [eth-keys](https://github.com/ApeWorX/eth-keys) | `0.7.1` | `0.8.0` |\n| [semgrep](https://github.com/semgrep/semgrep) | `1.92.0` | `1.176.0` |\n| [pytest-benchmark](https://github.com/ionelmc/pytest-benchmark) | `5.1.0` | `5.3.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.10.0` | `1.14.0` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.46.1` | `0.50.2` |\n| [langchain-text-splitters](https://github.com/langchain-ai/langchain) | `1.1.1` | `1.1.2` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.7.16` | `0.12.1` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.5.3` | `0.8.0` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.21.4` | `0.23.1` |\n| [torch](https://github.com/pytorch/pytorch) | `2.2.0` | `2.14.0` |\n| [torchvision](https://github.com/pytorch/vision) | `0.17.0` | `0.29.0` |\n| [torchaudio](https://github.com/pytorch/audio) | `2.2.0` | `2.11.0` |\n| [scikit-image](https://github.com/scikit-image/scikit-image) | `0.22.0` | `0.26.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| wyn-wav2lip | `0.1.0` | `0.2.3` |\n| [face-alignment](https://github.com/1adrianb/face-alignment) | `1.4.1` | `1.5.0` |\n| azure-cognitiveservices-speech | `1.35.0` | `1.51.2` |\n| [supabase](https://github.com/supabase/supabase-py) | `2.3.4` | `2.31.0` |\n\nUpdates `anyio` from 4.9.0 to 4.14.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.14.2\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eChanged \u003ccode\u003eByteReceiveStream.receive()\u003c/code\u003e implementations to raise a \u003ccode\u003eValueError\u003c/code\u003e when \u003ccode\u003emax_bytes\u003c/code\u003e is not a positive integer (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1191\"\u003e#1191\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.total_tokens\u003c/code\u003e rejecting \u003ccode\u003efloat(\u0026quot;inf\u0026quot;)\u003c/code\u003e when the limiter was instantiated outside of an event loop. The adapter setter checked for infinity by identity (\u003ccode\u003evalue is math.inf\u003c/code\u003e), so only the exact \u003ccode\u003emath.inf\u003c/code\u003e singleton was accepted, while every backend setter (using \u003ccode\u003emath.isinf()\u003c/code\u003e) accepts any positive infinity (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1189\"\u003e#1189\u003c/a\u003e; PR by \u003ca href=\"https://github.com/greymoth-jp\"\u003e\u003ccode\u003e@​greymoth-jp\u003c/code\u003e\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eto_process.run_sync()\u003c/code\u003e deadlocking when the worker function writes enough data to \u003ccode\u003esys.stderr\u003c/code\u003e to fill the (undrained) pipe buffer. The worker process now redirects \u003ccode\u003esys.stderr\u003c/code\u003e to \u003ccode\u003eos.devnull\u003c/code\u003e as well, matching the documented behavior\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eTLSStream.wrap()\u003c/code\u003e matching an internationalized (unicode) host name against the peer certificate using IDNA 2003 (via the standard library) instead of IDNA 2008, which could cause the host name to be matched against the wrong certificate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1208\"\u003e#1208\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eanyio.open_process()\u003c/code\u003e (and \u003ccode\u003erun_process()\u003c/code\u003e) ignoring the \u003ccode\u003eextra_groups\u003c/code\u003e argument, as it mistakenly passed the value of the \u003ccode\u003egroup\u003c/code\u003e argument instead (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1209\"\u003e#1209\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.acquire_nowait()\u003c/code\u003e and \u003ccode\u003eCapacityLimiter.acquire_nowait_on_behalf_of()\u003c/code\u003e raising \u003ccode\u003etrio.WouldBlock\u003c/code\u003e instead of \u003ccode\u003eanyio.WouldBlock\u003c/code\u003e on the \u003ccode\u003etrio\u003c/code\u003e backend when there are no tokens available (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1218\"\u003e#1218\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens (\u003ccode\u003eborrowed_tokens\u003c/code\u003e exceeding \u003ccode\u003etotal_tokens\u003c/code\u003e and \u003ccode\u003eavailable_tokens\u003c/code\u003e going negative) when a non-blocking acquire was made in the window between a token being released and the notified waiter resuming. The freed token is now reserved for the woken waiter right away, so the non-blocking acquire correctly raises \u003ccode\u003eWouldBlock\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1170\"\u003e#1170\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gaoflow\"\u003e\u003ccode\u003e@​gaoflow\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed unnecessary CPU spin when delivering cancellation from \u003ccode\u003eCancelScope\u003c/code\u003e on asyncio under certain conditions, including improper cancel scope nesting (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1111\"\u003e#1111\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e4.14.1\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFixed teardown of higher-scoped async fixtures failing on asyncio with \u003ccode\u003eRuntimeError: Attempted to exit cancel scope in a different task than it was entered in\u003c/code\u003e when an async test raise an outcome exception (e.g., \u003ccode\u003epytest.skip()\u003c/code\u003e, \u003ccode\u003epytest.xfail()\u003c/code\u003e, or \u003ccode\u003epytest.fail()\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1179\"\u003e#1179\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.total_tokens\u003c/code\u003e rejecting a value of \u003ccode\u003e0\u003c/code\u003e when the limiter was instantiated outside of an event loop, contradicting the documented behavior of allowing 0 total tokens (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1183\"\u003e#1183\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nyxst4ck\"\u003e\u003ccode\u003e@​nyxst4ck\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e4.14.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for Python 3.15\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded an asynchronous implementation of the \u003ccode\u003eitertools\u003c/code\u003e module (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/998\"\u003e#998\u003c/a\u003e; PR by \u003ca href=\"https://github.com/11kkw\"\u003e\u003ccode\u003e@​11kkw\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003elocal_port\u003c/code\u003e parameter to \u003ccode\u003econnect_tcp()\u003c/code\u003e to allow binding to a specific local port before connecting (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1067\"\u003e#1067\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nullwiz\"\u003e\u003ccode\u003e@​nullwiz\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for custom capacity limiters in async path and file I/O functions and classes\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003ecreate_task()\u003c/code\u003e task group method for easier asyncio migration (returns a \u003ccode\u003eTaskHandle\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1098\"\u003e#1098\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged \u003ccode\u003eTaskGroup.start_soon()\u003c/code\u003e to return a \u003ccode\u003eTaskHandle\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded an option for \u003ccode\u003eTaskGroup.start()\u003c/code\u003e to return a \u003ccode\u003eTaskHandle\u003c/code\u003e (which then contains the start value in the \u003ccode\u003estart_value\u003c/code\u003e property)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003ecancel()\u003c/code\u003e convenience method to \u003ccode\u003eTaskGroup\u003c/code\u003e as a shortcut for cancelling the task group's cancel scope\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImproved the error message when a known backend is not installed to suggest the install command (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1115\"\u003e#1115\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImproved \u003ccode\u003eanyio.Path\u003c/code\u003e to preserve subclass types by returning \u003ccode\u003eSelf\u003c/code\u003e in methods that return path objects (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1130\"\u003e#1130\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the parameter type annotation in \u003ccode\u003eanyio.Path.write_bytes()\u003c/code\u003e to accept any \u003ccode\u003eReadableBuffer\u003c/code\u003e, thus allowing it to accept \u003ccode\u003ebytearray\u003c/code\u003e and \u003ccode\u003ememoryview\u003c/code\u003e to match \u003ccode\u003epathlib.Path.write_bytes()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1135\"\u003e#1135\u003c/a\u003e; PR by \u003ca href=\"https://github.com/SAY-5\"\u003e\u003ccode\u003e@​SAY-5\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged several type annotations to only accept callables returning coroutine-like objects instead of arbitrary awaitables:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eTaskGroup.start_soon()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTaskGroup.start()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eanyio.from_thread.run()\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThis reverts an earlier change from v3.7.0 which was made in error. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1153\"\u003e#1153\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged \u003ccode\u003eanyio.run\u003c/code\u003e to support callables returning arbitrary awaitables at runtime on all backends. Previously, this only worked on asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1171\"\u003e#1171\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged several classes (and their subclasses) to have \u003ccode\u003e__slots__\u003c/code\u003e (with \u003ccode\u003e__weakref__\u003c/code\u003e):\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eanyio.CancelScope\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/c384f99687c64c59ed8a11c3a0f11a2d57daff71\"\u003e\u003ccode\u003ec384f99\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/dbba29d1ade7936f18fb71ba24aa92978673482a\"\u003e\u003ccode\u003edbba29d\u003c/code\u003e\u003c/a\u003e Fixed 100% CPU spin on cancel scope misuse (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1217\"\u003e#1217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6bbc6c33caabc13af5bc4256f745027cf8d5d7b8\"\u003e\u003ccode\u003e6bbc6c3\u003c/code\u003e\u003c/a\u003e Fix CapacityLimiter over-granting tokens on asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1172\"\u003e#1172\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6f82b2537cbbe98f3df3f295499056ab7de0b15b\"\u003e\u003ccode\u003e6f82b25\u003c/code\u003e\u003c/a\u003e Refactored TestTLSStream.test_receive_invalid_max_bytes() to be less flaky\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/be24b0414f67f604bcbdd5ea3bcc56ab920d872e\"\u003e\u003ccode\u003ebe24b04\u003c/code\u003e\u003c/a\u003e Relaxed timeouts to fix test flakiness\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/81135065749b4f60c06619b9caaf0a11871c1ddf\"\u003e\u003ccode\u003e8113506\u003c/code\u003e\u003c/a\u003e Fix test flakiness caused by slow callback duration logging\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/1e988b617b69588e33fecb75e36a9837245f562f\"\u003e\u003ccode\u003e1e988b6\u003c/code\u003e\u003c/a\u003e Fixed CapacityLimiter raising trio.WouldBlock instead of anyio.WouldBlock (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1\"\u003e#1\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44713f345cd29dd4e7d76553c134543a1296cc62\"\u003e\u003ccode\u003e44713f3\u003c/code\u003e\u003c/a\u003e Pin setup-uv to a commit sha across downstream jobs (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1213\"\u003e#1213\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/f1b7301c8264b0d2e8d24a5788fd29e93dea4040\"\u003e\u003ccode\u003ef1b7301\u003c/code\u003e\u003c/a\u003e Fixed stderr writes in a worker subprocess causing a deadlock (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1207\"\u003e#1207\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/212be93c2cf2c841e753e95e5e2c543ee7feca90\"\u003e\u003ccode\u003e212be93\u003c/code\u003e\u003c/a\u003e Fix flaky test_tcp_listener_same_port using a hardcoded port (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1206\"\u003e#1206\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.9.0...4.14.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.2 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.5.0\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the optional mypyc build with Cython extensions while retaining the\npure Python fallback. The previous engine (mypyc) started to hit rough limit around\nthe optimization of our noise/coherence detector while Cython allows us to\nsteer the engine toward the right generated optimized sources.\nThis change SHOULD not impact bundler (e.g. Pyinstaller) as the module are\nimmediately discoverable (i.e. not hidden import like mypyc did).\nMoreover, a long wished distribution is the abi3 wheels, this will allow us\nto no longer rush each year when a new Python interpreter is released.\nWe still distribute the interpreter specific wheels for faster performance.\u003c/li\u003e\n\u003cli\u003eApplied micro-optimization on several utils.\u003c/li\u003e\n\u003cli\u003eCharsetMatches no longer sort on each match insertion.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved an old performance optimization attempt in apy.py (success_fast_tracked+payload_result_cache).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.4.9\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.8...3.4.9\"\u003e3.4.9\u003c/a\u003e (2026-07-07)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRegression in our fallback path leading to a decode error. (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/771\"\u003e#771\u003c/a\u003e)\nWe've yanked 3.4.8 as a result of that bug.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.4.8\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.7...3.4.8\"\u003e3.4.8\u003c/a\u003e (2026-07-06)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md\"\u003echarset-normalizer's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the optional mypyc build with Cython extensions while retaining the\npure Python fallback. The previous engine (mypyc) started to hit rough limit around\nthe optimization of our noise/coherence detector while Cython allows us to\nsteer the engine toward the right generated optimized sources.\nThis change SHOULD not impact bundler (e.g. Pyinstaller) as the module are\nimmediately discoverable (i.e. not hidden import like mypyc did).\nMoreover, a long wished distribution is the abi3 wheels, this will allow us\nto no longer rush each year when a new Python interpreter is released.\nWe still distribute the interpreter specific wheels for faster performance.\u003c/li\u003e\n\u003cli\u003eApplied micro-optimization on several utils.\u003c/li\u003e\n\u003cli\u003eCharsetMatches no longer sort on each match insertion.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved an old performance optimization attempt in apy.py (success_fast_tracked+payload_result_cache).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.8...3.4.9\"\u003e3.4.9\u003c/a\u003e (2026-07-07)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRegression in our fallback path leading to a decode error. (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/771\"\u003e#771\u003c/a\u003e)\nWe've yanked 3.4.8 as a result of that bug.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.7...3.4.8\"\u003e3.4.8\u003c/a\u003e (2026-07-06)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eWall import time due to cascade codec imports for our multibyte first sort of iana supported codecs (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/742\"\u003e#742\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUnnecessary json import at runtime (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/753\"\u003e#753\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eInverse capitalization not seen by noise detector (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/731\"\u003e#731\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/e239bdc5cc1eb1f0db08d4046ad531f805dbea71\"\u003e\u003ccode\u003ee239bdc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/795\"\u003e#795\u003c/a\u003e from jawah/release-3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/648ad776db64a00aa7efd70a94656ac43784abb3\"\u003e\u003ccode\u003e648ad77\u003c/code\u003e\u003c/a\u003e docs: update faq\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/fab27492c39baa61aca12826022e266781108570\"\u003e\u003ccode\u003efab2749\u003c/code\u003e\u003c/a\u003e docs: write changelog for 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/7d32774e75d16cccd3d22c758a77fca135952787\"\u003e\u003ccode\u003e7d32774\u003c/code\u003e\u003c/a\u003e chore: bump version to 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/9a69f609f254ba4bfe9d0cbf375728e43360cdf2\"\u003e\u003ccode\u003e9a69f60\u003c/code\u003e\u003c/a\u003e docs: update data/info\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/5dcc6dd81a8a0a4bd525f8d6f508da8285caf402\"\u003e\u003ccode\u003e5dcc6dd\u003c/code\u003e\u003c/a\u003e perf: charinfo cache access optimization in cython\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/ea3b4479270762be1228562c590e5a212727f208\"\u003e\u003ccode\u003eea3b447\u003c/code\u003e\u003c/a\u003e fix: do not validate-decode large payload when md says it's noise\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/a05917f87b5f71d6022d8abe2b0af239f65c1111\"\u003e\u003ccode\u003ea05917f\u003c/code\u003e\u003c/a\u003e chore: allow setuptools 84 builds (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/3325d87c3c73fa1a8746947151faaf9a41177543\"\u003e\u003ccode\u003e3325d87\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/792\"\u003e#792\u003c/a\u003e from jawah/update-cibuildwheel-action\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/77203b104216a6d578a682b5ac0514750aa988f7\"\u003e\u003ccode\u003e77203b1\u003c/code\u003e\u003c/a\u003e chore: reformat noxfile.py\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/jawah/charset_normalizer/compare/3.4.2...3.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `httpx` from 0.26.0 to 0.28.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/encode/httpx/releases\"\u003ehttpx's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.28.1\u003c/h2\u003e\n\u003ch2\u003e0.28.1 (6th December, 2024)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix SSL case where \u003ccode\u003everify=False\u003c/code\u003e together with client side certificates.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.28.0\u003c/h2\u003e\n\u003ch2\u003e0.28.0 (28th November, 2024)\u003c/h2\u003e\n\u003cp\u003eThe 0.28 release includes a limited set of deprecations.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeprecations\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003eWe are working towards a simplified SSL configuration API.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFor users of the standard \u003ccode\u003everify=True\u003c/code\u003e or \u003ccode\u003everify=False\u003c/code\u003e cases, or \u003ccode\u003everify=\u0026lt;ssl_context\u0026gt;\u003c/code\u003e case this should require no changes. The following cases have been deprecated...\u003c/em\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003everify\u003c/code\u003e argument as a string argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ecert\u003c/code\u003e argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eOur revised \u003ca href=\"https://github.com/encode/httpx/blob/HEAD/docs/advanced/ssl.md\"\u003eSSL documentation\u003c/a\u003e covers how to implement the same behaviour with a more constrained API.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe following changes are also included\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eproxies\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eapp\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eJSON request bodies use a compact representation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3363\"\u003e#3363\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReview URL percent escape sets, based on WHATWG spec. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3371\"\u003e#3371\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/encode/httpx/issues/3373\"\u003e#3373\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEnsure \u003ccode\u003ecertifi\u003c/code\u003e and \u003ccode\u003ehttpcore\u003c/code\u003e are only imported if required. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3377\"\u003e#3377\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003esocks5h\u003c/code\u003e as a valid proxy scheme. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3178\"\u003e#3178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCleanup \u003ccode\u003eRequest()\u003c/code\u003e method signature in line with \u003ccode\u003eclient.request()\u003c/code\u003e and \u003ccode\u003ehttpx.request()\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3378\"\u003e#3378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eBugfix: When passing \u003ccode\u003eparams={}\u003c/code\u003e, always strictly update rather than merge with an existing querystring. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.27.2\u003c/h2\u003e\n\u003ch2\u003e0.27.2 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReintroduced supposedly-private \u003ccode\u003eURLTypes\u003c/code\u003e shortcut. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/2673\"\u003e#2673\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.27.1\u003c/h2\u003e\n\u003ch2\u003e0.27.1 (27th August, 2024)\u003c/h2\u003e\n\u003ch2\u003eAdded\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for \u003ccode\u003ezstd\u003c/code\u003e content decoding using the python \u003ccode\u003ezstandard\u003c/code\u003e package is added. Installable using \u003ccode\u003ehttpx[zstd]\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3139\"\u003e#3139\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved error messaging for \u003ccode\u003eInvalidURL\u003c/code\u003e exceptions. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3250\"\u003e#3250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eapp\u003c/code\u003e type signature in \u003ccode\u003eASGITransport\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3109\"\u003e#3109\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/encode/httpx/blob/master/CHANGELOG.md\"\u003ehttpx's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.28.1 (6th December, 2024)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix SSL case where \u003ccode\u003everify=False\u003c/code\u003e together with client side certificates.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.28.0 (28th November, 2024)\u003c/h2\u003e\n\u003cp\u003eBe aware that the default \u003cem\u003eJSON request bodies now use a more compact representation\u003c/em\u003e. This is generally considered a prefered style, tho may require updates to test suites.\u003c/p\u003e\n\u003cp\u003eThe 0.28 release includes a limited set of deprecations...\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeprecations\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003eWe are working towards a simplified SSL configuration API.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFor users of the standard \u003ccode\u003everify=True\u003c/code\u003e or \u003ccode\u003everify=False\u003c/code\u003e cases, or \u003ccode\u003everify=\u0026lt;ssl_context\u0026gt;\u003c/code\u003e case this should require no changes. The following cases have been deprecated...\u003c/em\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003everify\u003c/code\u003e argument as a string argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ecert\u003c/code\u003e argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eOur revised \u003ca href=\"https://github.com/encode/httpx/blob/master/docs/advanced/ssl.md\"\u003eSSL documentation\u003c/a\u003e covers how to implement the same behaviour with a more constrained API.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe following changes are also included\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eproxies\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eapp\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eJSON request bodies use a compact representation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3363\"\u003e#3363\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReview URL percent escape sets, based on WHATWG spec. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3371\"\u003e#3371\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/encode/httpx/issues/3373\"\u003e#3373\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEnsure \u003ccode\u003ecertifi\u003c/code\u003e and \u003ccode\u003ehttpcore\u003c/code\u003e are only imported if required. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3377\"\u003e#3377\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003esocks5h\u003c/code\u003e as a valid proxy scheme. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3178\"\u003e#3178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCleanup \u003ccode\u003eRequest()\u003c/code\u003e method signature in line with \u003ccode\u003eclient.request()\u003c/code\u003e and \u003ccode\u003ehttpx.request()\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3378\"\u003e#3378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eBugfix: When passing \u003ccode\u003eparams={}\u003c/code\u003e, always strictly update rather than merge with an existing querystring. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.2 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReintroduced supposedly-private \u003ccode\u003eURLTypes\u003c/code\u003e shortcut. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/2673\"\u003e#2673\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.1 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for \u003ccode\u003ezstd\u003c/code\u003e content decoding using the python \u003ccode\u003ezstandard\u003c/code\u003e package is added. Installable using \u003ccode\u003ehttpx[zstd]\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3139\"\u003e#3139\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved error messaging for \u003ccode\u003eInvalidURL\u003c/code\u003e exceptions. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3250\"\u003e#3250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eapp\u003c/code\u003e type signature in \u003ccode\u003eASGITransport\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3109\"\u003e#3109\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.0 (21st February, 2024)\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/26d48e0634e6ee9cdc0533996db289ce4b430177\"\u003e\u003ccode\u003e26d48e0\u003c/code\u003e\u003c/a\u003e Version 0.28.1 (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3445\"\u003e#3445\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/89599a9541af14bcf906fc4ed58ccbdf403802ba\"\u003e\u003ccode\u003e89599a9\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003everify=False\u003c/code\u003e, \u003ccode\u003ecert=...\u003c/code\u003e case. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3442\"\u003e#3442\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/8ecb86f0d74ffc52d4663214fae9526bee89358d\"\u003e\u003ccode\u003e8ecb86f\u003c/code\u003e\u003c/a\u003e Add test for request params behavior changes (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3440\"\u003e#3440\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/0cb7e5a2e736628e2f506d259fcf0d48cd2bde82\"\u003e\u003ccode\u003e0cb7e5a\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 11 updates (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3434\"\u003e#3434\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/15e21e9ea3cad4f06e22a7e704aabefdf43d2e29\"\u003e\u003ccode\u003e15e21e9\u003c/code\u003e\u003c/a\u003e Updating deprecated docstring Client() class (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3426\"\u003e#3426\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/80960fa31918d7663c3f4c3ad61661cf0e80628f\"\u003e\u003ccode\u003e80960fa\u003c/code\u003e\u003c/a\u003e Version 0.28.0. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3419\"\u003e#3419\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/a33c87852b8a0dddc65e5f739af1e0a6fca4b91f\"\u003e\u003ccode\u003ea33c878\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eextensions\u003c/code\u003e type annotation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3380\"\u003e#3380\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/ce7e14da27abba6574be9b3ea7cd5990556a9343\"\u003e\u003ccode\u003ece7e14d\u003c/code\u003e\u003c/a\u003e Error on verify as str. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3418\"\u003e#3418\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/47f4a96ffaaaa07dca1614409549b5d7a6e7af49\"\u003e\u003ccode\u003e47f4a96\u003c/code\u003e\u003c/a\u003e Handle empty zstd responses (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3412\"\u003e#3412\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/189fc4bcbe5f314128775dec66a616ac9a31ad48\"\u003e\u003ccode\u003e189fc4b\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md, fix typo(s) (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3406\"\u003e#3406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/encode/httpx/compare/0.26.0...0.28.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `idna` from 3.10 to 3.19\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/releases\"\u003eidna's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev3.19\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRestore the \u003ccode\u003estd3_rules\u003c/code\u003e option, which had no effect since changes\nto UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e processing in Unicode 16. Note that \u003ccode\u003euts46_remap()\u003c/code\u003e\ndefaults to enabling STD3 rules, so direct callers will see input\ncontaining non-LDH ASCII characters rejected again.\u003c/li\u003e\n\u003cli\u003ePerformance improvements to UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e mapping, particularly for\nASCII-only domains.\u003c/li\u003e\n\u003cli\u003eTest on free-threaded CPython with the GIL disabled and document\nthread safety.\u003c/li\u003e\n\u003cli\u003eExpose the Unicode version of the generated tables as\n\u003ccode\u003eidna.unicode_version\u003c/code\u003e, and show it in \u003ccode\u003eidna --version\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003ecode\u003c/code\u003e, \u003ccode\u003etext\u003c/code\u003e, \u003ccode\u003ecodepoint\u003c/code\u003e and \u003ccode\u003eposition\u003c/code\u003e attributes to\n\u003ccode\u003eIDNAError\u003c/code\u003e so that the failed rule and the offending character can\nbe identified without parsing the exception message.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003etransitional\u003c/code\u003e argument to \u003ccode\u003eencode()\u003c/code\u003e and\n\u003ccode\u003euts46_remap()\u003c/code\u003e is now completely ignored, and gives a deprecation warning\nfor the latter.\u003c/li\u003e\n\u003cli\u003eReject A-labels that are not the canonical Punycode encoding of\ntheir U-label.\u003c/li\u003e\n\u003cli\u003eFix CONTEXTJ violations raising \u003ccode\u003eIDNAError\u003c/code\u003e instead of\n\u003ccode\u003eInvalidCodepointContext\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eConsistently raise \u003ccode\u003eIDNAError\u003c/code\u003e for empty labels and non-ASCII bytes\npassed to label helper functions and the incremental codec.\u003c/li\u003e\n\u003cli\u003eAdd property-based tests, extended fuzzing targets, coverage\nmeasurement, and CI checks that the data tables match the generator\noutput.\u003c/li\u003e\n\u003cli\u003eVarious code quality and tooling improvements.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to stefan6419846, LouieLuNZ, and Salvatore Corvaglia for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003ev3.18\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.17\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.16\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.15\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.14\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.13\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.12\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/blob/master/HISTORY.md\"\u003eidna's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e3.19 (2026-08-18)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRestore the \u003ccode\u003estd3_rules\u003c/code\u003e option, which had no effect since changes\nto UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e processing in Unicode 16. Note that \u003ccode\u003euts46_remap()\u003c/code\u003e\ndefaults to enabling STD3 rules, so direct callers will see input\ncontaining non-LDH ASCII characters rejected again.\u003c/li\u003e\n\u003cli\u003ePerformance improvements to UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e mapping, particularly for\nASCII-only domains.\u003c/li\u003e\n\u003cli\u003eTest on free-threaded CPython with the GIL disabled and document\nthread safety.\u003c/li\u003e\n\u003cli\u003eExpose the Unicode version of the generated tables as\n\u003ccode\u003eidna.unicode_version\u003c/code\u003e, and show it in \u003ccode\u003eidna --version\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003ecode\u003c/code\u003e, \u003ccode\u003etext\u003c/code\u003e, \u003ccode\u003ecodepoint\u003c/code\u003e and \u003ccode\u003eposition\u003c/code\u003e attributes to\n\u003ccode\u003eIDNAError\u003c/code\u003e so that the failed rule and the offending character can\nbe identified without parsing the exception message.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003etransitional\u003c/code\u003e argument to \u003ccode\u003eencode()\u003c/code\u003e and\n\u003ccode\u003euts46_remap()\u003c/code\u003e is now completely ignored, and gives a deprecation warning\nfor the latter.\u003c/li\u003e\n\u003cli\u003eReject A-labels that are not the canonical Punycode encoding of\ntheir U-label.\u003c/li\u003e\n\u003cli\u003eFix CONTEXTJ violations raising \u003ccode\u003eIDNAError\u003c/code\u003e instead of\n\u003ccode\u003eInvalidCodepointContext\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eConsistently raise \u003ccode\u003eIDNAError\u003c/code\u003e for empty labels and non-ASCII bytes\npassed to label helper functions and the incremental codec.\u003c/li\u003e\n\u003cli\u003eAdd property-based tests, extended fuzzing targets, coverage\nmeasurement, and CI checks that the data tables match the generator\noutput.\u003c/li\u003e\n\u003cli\u003eVarious code quality and tooling improvements.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to stefan6419846, LouieLuNZ, and Salvatore Corvaglia for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003e3.18 (2026-06-02)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eWhen decoding a domain, add a \u003ccode\u003edisplay\u003c/code\u003e argument that will pass\nthrough invalid labels rather than raising an exception.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.17 (2026-05-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSubstantial 75% reduction in memory usage through new data\nstructures and some optimization in processing speed.\u003c/li\u003e\n\u003cli\u003eAdded a general 1024-character input length cap to the public\nvalidation, conversion, and codec entry points. This is well above\nany legitimate domain or label and guards against pathological\ninputs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.16 (2026-05-22)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd a command-line interface (\u003ccode\u003epython -m idna\u003c/code\u003e, also available as\nthe \u003ccode\u003eidna\u003c/code\u003e script). Encodes or decodes one or more domains supplied\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/03a9a11dd8aecd4fea742cabe20f4d3d9ed82abb\"\u003e\u003ccode\u003e03a9a11\u003c/code\u003e\u003c/a\u003e Release 3.19\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/2d2a7ef0c59210a48407b3dde6d884933cecf093\"\u003e\u003ccode\u003e2d2a7ef\u003c/code\u003e\u003c/a\u003e Pre-release 3.19rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/5cce1308d148019c5fa0febceafa13e99cdacfe7\"\u003e\u003ccode\u003e5cce130\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/268\"\u003e#268\u003c/a\u003e from kjd/fix-std3-regex-alert\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/3914b75f3e4cbc11e59f92eeecdb16d10871e57f\"\u003e\u003ccode\u003e3914b75\u003c/code\u003e\u003c/a\u003e Split the STD3 disallowed-character range so uppercase is explicit\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/ce9fd98ac4073866db276e93834b259f2a5a4ac4\"\u003e\u003ccode\u003ece9fd98\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/267\"\u003e#267\u003c/a\u003e from kjd/housekeeping\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/809240c3cc9358c9c9c79b2d12ffe39e75ccfb0f\"\u003e\u003ccode\u003e809240c\u003c/code\u003e\u003c/a\u003e Fail CI when the license copyright year is behind the current year\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/d9e16c523d7d25dcc14100fa80f3e303404e09be\"\u003e\u003ccode\u003ed9e16c5\u003c/code\u003e\u003c/a\u003e Consolidate test fixtures, prune stale gitignore entries, and fix doc typos\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/ef30feeed3a758e96286fdab0315a551f7f5e7d6\"\u003e\u003ccode\u003eef30fee\u003c/code\u003e\u003c/a\u003e Remove dead code and pare back superfluous comments\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/b907913f854d26cc714f721c6c2cb626d41ac468\"\u003e\u003ccode\u003eb907913\u003c/code\u003e\u003c/a\u003e Tighten the version support and Unicode notes in the README\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/6204cbe343ef438df7c58bc80b94d0f960991d90\"\u003e\u003ccode\u003e6204cbe\u003c/code\u003e\u003c/a\u003e Ignore local build artifacts and stop packaging stray tooling config\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/kjd/idna/compare/v3.10...v3.19\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pyyaml` from 6.0.2 to 6.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/yaml/pyyaml/releases\"\u003epyyaml's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e6.0.3\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14 and free-threading (experimental).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\"\u003ehttps://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/yaml/pyyaml/blob/6.0.3/CHANGES\"\u003epyyaml's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e6.0.3 (2025-09-25)\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/yaml/pyyaml/pull/864\"\u003eyaml/pyyaml#864\u003c/a\u003e -- Support for Python 3.14 and free-threading (experimental)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/yaml/pyyaml/commit/49790e73684bebad1df05ef8d828fa12f685bffb\"\u003e\u003ccode\u003e49790e7\u003c/code\u003e\u003c/a\u003e Release 6.0.3 (\u003ca href=\"https://redirect.github.com/yaml/pyyaml/issues/889\"\u003e#889\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.5 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.5...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `ruff` from 0.2.1 to 0.16.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/astral-sh/ruff/releases\"\u003eruff's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.16.5\u003c/h2\u003e\n\u003ch2\u003eRelease Notes\u003c/h2\u003e\n\u003cp\u003eReleased on 2026-08-27.\u003c/p\u003e\n\u003ch3\u003ePreview features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAllow rules without codes (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28049\"\u003e#28049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eIntroduce category selectors (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27666\"\u003e#27666\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUpdate preview default rules and categories (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27877\"\u003e#27877\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-async\u003c/code\u003e] Detect blocking generic HTTP requests (\u003ccode\u003eASYNC210\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28024\"\u003e#28024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-datetimez\u003c/code\u003e] Allow timezone-safe \u003ccode\u003estrptime\u003c/code\u003e chains (\u003ccode\u003eDTZ007\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28023\"\u003e#28023\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-simplify\u003c/code\u003e] Respect side effects in \u003ccode\u003elambda\u003c/code\u003e defaults (\u003ccode\u003eSIM401\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28000\"\u003e#28000\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eServer\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFix duplicated \u0026quot;of\u0026quot; in \u003ccode\u003eClientOptions\u003c/code\u003e doc comment (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27978\"\u003e#27978\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDocument rule acceptance guidelines (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27910\"\u003e#27910\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eDocument the new category selectors (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27906\"\u003e#27906\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/AlexWaygood\"\u003e\u003ccode\u003e@​AlexWaygood\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/sharkdp\"\u003e\u003ccode\u003e@​sharkdp\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jelle-openai\"\u003e\u003ccode\u003e@​jelle-openai\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/charliermarsh\"\u003e\u003ccode\u003e@​charliermarsh\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ntBre\"\u003e\u003ccode\u003e@​ntBre\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aarushkandukoori\"\u003e\u003ccode\u003e@​aarushkandukoori\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eInstall ruff 0.16.5\u003c/h2\u003e\n\u003ch3\u003eInstall prebuilt binaries via shell script\u003c/h3\u003e\n\u003cpre lang=\"sh\"\u003e\u003ccode\u003ecurl --proto '=https' --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.16.5/ruff-installer.sh | sh\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch3\u003eInstall prebuilt binaries via powershell script\u003c/h3\u003e\n\u003cpre lang=\"sh\"\u003e\u003ccode\u003epowershell -ExecutionPolicy Bypass -c \u0026quot;irm https://releases.astral.sh/github/ruff/releases/download/0.16.5/ruff-installer.ps1 | iex\u0026quot;\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eDownload ruff 0.16.5\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md\"\u003eruff's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.16.5\u003c/h2\u003e\n\u003cp\u003eReleased on 2026-08-27.\u003c/p\u003e\n\u003ch3\u003ePreview features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAllow rules without codes (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28049\"\u003e#28049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eIntroduce category selectors (\u003ca href=\"https://red...\n\n_Description has been 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the minor-update group with 179 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.29.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.86` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.0` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.24.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.52.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.2` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resources by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3407\"\u003eKludex/starlette#3407\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3411\"\u003eKludex/starlette#3411\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eOffload large GZip compression by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3410\"\u003eKludex/starlette#3410\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/benberryallwood\"\u003e\u003ccode\u003e@​benberryallwood\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3334\"\u003eKludex/starlette#3334\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/lkk7\"\u003e\u003ccode\u003e@​lkk7\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3359\"\u003eKludex/starlette#3359\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.3.1...1.4.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.3.1...1.4.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/blob/main/docs/release-notes.md\"\u003estarlette's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e1.6.0 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3431\"\u003e#3431\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e information via response extensions \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3130\"\u003e#3130\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.5.1 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte ranges in \u003ccode\u003eFileResponse\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003e#3389\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003e#3430\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.5.0 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003e#3418\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eChanged\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003e#3421\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003e#3419\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003e#3420\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.4.1 (August 5, 2026)\u003c/h2\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e to 128 KiB in \u003ccode\u003eGZipResponder\u003c/code\u003e, keeping it usable without the new keyword argument \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3415\"\u003e#3415\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.4.0 (August 5, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eOffload large GZip compression to a worker thread, keeping the event loop responsive. \u003ccode\u003eGZipMiddleware\u003c/code\u003e accepts a new \u003ccode\u003ethread_minimum_size\u003c/code\u003e parameter (default 128 KiB) controlling the minimum body chunk size compressed in a thread \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3410\"\u003e#3410\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eChanged\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e, reducing memory usage during compression \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3411\"\u003e#3411\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eLazily allocate \u003ccode\u003eGZipMiddleware\u003c/code\u003e compression resources, avoiding compressor allocation for responses that are never compressed \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3407\"\u003e#3407\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/4f250d6b814587e20c5365f0a5f0c4d42bcb929f\"\u003e\u003ccode\u003e4f250d6\u003c/code\u003e\u003c/a\u003e Version 1.6.0 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3434\"\u003e#3434\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/9eea41ad3c26ad21b9bdfe4578c1cdad6c9b9ac2\"\u003e\u003ccode\u003e9eea41a\u003c/code\u003e\u003c/a\u003e Expose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3130\"\u003e#3130\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/38f8999a229610b36f39d11f67d80515a15c6330\"\u003e\u003ccode\u003e38f8999\u003c/code\u003e\u003c/a\u003e Add \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3431\"\u003e#3431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/c41236c03868fb3779a64101f4ea88cd47877e23\"\u003e\u003ccode\u003ec41236c\u003c/code\u003e\u003c/a\u003e Version 1.5.1 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3432\"\u003e#3432\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/9c500db197859dba4a8db13fa8e7d2c55de8152c\"\u003e\u003ccode\u003e9c500db\u003c/code\u003e\u003c/a\u003e Limit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3430\"\u003e#3430\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/78ae82cad482fe66a73fb1217f0a6609b3f998f6\"\u003e\u003ccode\u003e78ae82c\u003c/code\u003e\u003c/a\u003e Reject inverted single-byte Range like bytes=5-4 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3389\"\u003e#3389\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/c1d6edaf43920104d4389e983c3e0314f6af14cf\"\u003e\u003ccode\u003ec1d6eda\u003c/code\u003e\u003c/a\u003e chore(deps): bump pymdown-extensions from 11.0 to 11.0.1 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3429\"\u003e#3429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/ee66ca48418780d6415d231851b31464febc32de\"\u003e\u003ccode\u003eee66ca4\u003c/code\u003e\u003c/a\u003e chore(deps): bump the python-packages group across 1 directory with 8 updates...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/00d10167523f819d39d5ca36732348d58645a447\"\u003e\u003ccode\u003e00d1016\u003c/code\u003e\u003c/a\u003e fix(tests): skip test_staticfiles_filename_too_long on Windows where os.pathc...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/d96887ea7b49db3d1d15994be6438c7fe99936f4\"\u003e\u003ccode\u003ed96887e\u003c/code\u003e\u003c/a\u003e Add Pydantic Logfire banner to the docs (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3428\"\u003e#3428\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/starlette/compare/1.3.1...1.6.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohttp` from 3.13.3 to 3.14.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst\"\u003eaiohttp's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e3.14.3 (2026-07-22)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the client dropping only the first \u003ccode\u003eAuthorization\u003c/code\u003e, \u003ccode\u003eCookie\u003c/code\u003e and\n\u003ccode\u003eProxy-Authorization\u003c/code\u003e header when a redirect crossed an origin -- by :user:\u003ccode\u003earshsmith1\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e13180\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed error message construction in the C HTTP parser -- by :user:\u003ccode\u003ebdraco\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e13222\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch1\u003e3.14.2 (2026-07-20)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFixed :py:attr:\u003ccode\u003e~aiohttp.web.StreamResponse.last_modified\u003c/code\u003e rounding a\n:class:\u003ccode\u003edatetime.datetime\u003c/code\u003e with a fractional second down.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e5303\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed resolving \u003ccode\u003elocalhost\u003c/code\u003e on Windows to fall back without \u003ccode\u003eAI_ADDRCONFIG\u003c/code\u003e\nwhen the first lookup fails, so \u003ccode\u003elocalhost\u003c/code\u003e still works without an active\nnetwork.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e5357\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/5e392ce0456f5235a4ee6ad46f0e806df2f15873\"\u003e\u003ccode\u003e5e392ce\u003c/code\u003e\u003c/a\u003e Release v3.14.3 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13225\"\u003e#13225\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/49f65d54150397892f7bcc4aae887767d51c322d\"\u003e\u003ccode\u003e49f65d5\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13222\"\u003e#13222\u003c/a\u003e/f4866933 backport][3.14] Build C parser error message from bounded...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/240099e5216a01b32919dcd8dd5c6c0b1bf83671\"\u003e\u003ccode\u003e240099e\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13180\"\u003e#13180\u003c/a\u003e/ee53d655 backport][3.14] drop every copy of credential headers on ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/d93f30a302f8b930074fe14a2be7b2088ba28111\"\u003e\u003ccode\u003ed93f30a\u003c/code\u003e\u003c/a\u003e Bump version (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13202\"\u003e#13202\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/c1b9212ad3d93c24b5fc66ad0849597166bc816e\"\u003e\u003ccode\u003ec1b9212\u003c/code\u003e\u003c/a\u003e Release v3.14.2 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13201\"\u003e#13201\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/380d4b55e8df48dfd62f1addfb530426f6bc4106\"\u003e\u003ccode\u003e380d4b5\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13054\"\u003e#13054\u003c/a\u003e/ed8b040c backport][3.14] escape backslashes in digest auth quoted-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/e1e1bee363dfba04a9a75c8801717da2ed5bdcb9\"\u003e\u003ccode\u003ee1e1bee\u003c/code\u003e\u003c/a\u003e Make llhttp method array size dynamic (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13174\"\u003e#13174\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13196\"\u003e#13196\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/aa4cf29b6a5ad6f4d21fa1dd3f69193dc2f5d505\"\u003e\u003ccode\u003eaa4cf29\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13170\"\u003e#13170\u003c/a\u003e/2b906869 backport][3.14] Fix StreamResponse.last_modified rounding...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/71b57b40d85a0723c92b0a5a37ebdf518210d2ea\"\u003e\u003ccode\u003e71b57b4\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13172\"\u003e#13172\u003c/a\u003e/a57747ed backport][3.14] Fix C parser folding fragment into query_...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/64a03fb620b623e5a5a1b7103c07ae3e536a0d40\"\u003e\u003ccode\u003e64a03fb\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13169\"\u003e#13169\u003c/a\u003e/1adc0cd7 backport][3.14] ...\n\n_Description has been 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the minor-update group with 185 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.27.0` | `1.29.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.1` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.86` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.0` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.24.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.52.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.1` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.27.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.27.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch2\u003e⚡ Performance — measured locally on this Mac, not lifted from PRs\u003c/h2\u003e\n\u003cp\u003eRun with \u003ccode\u003ecargo bench --bench \u0026lt;name\u0026gt; -- --save-baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.22.2\u003c/code\u003e, then \u003ccode\u003e--baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.23.1\u003c/code\u003e. Numbers are point-in-time wall clock on a single laptop; relative deltas are what matters, absolute numbers will differ on CI hardware.\u003c/p\u003e\n\u003ch3\u003eAdded-vocabulary deserialize — the headline win (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1999\"\u003e#1999\u003c/a\u003e)\u003c/h3\u003e\n\u003cp\u003e\u003ccode\u003ebench: improve added_vocab_deserialize to reflect real-world workloads\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2000\"\u003e#2000\u003c/a\u003e) is now representative of how transformers actually loads tokenizer.json files. The combined effect of \u003ccode\u003edaachorse\u003c/code\u003e for the matching automaton plus the normalize-on-insert refactor is enormous on this workload:\u003c/p\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~410 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e248 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.1 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e273 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~395 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e235 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.4 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e290 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e400k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~15 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e980 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−94%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eReal-world impact: loading a Llama-3-style tokenizer with a large set of added tokens dropped from \u0026quot;noticeable pause\u0026quot; to \u0026quot;instant\u0026quot;.\u003c/p\u003e\n\u003ch3\u003eBPE encode\u003c/h3\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch, no cache\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e530 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e446 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−16%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch\u003c/code\u003e (cached)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e690 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e685 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode\u003c/code\u003e (single)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.95 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.94 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (small)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e32.6 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e31.5 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−3%\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (big)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.01 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e988 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−2%\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eThe BPE per-thread cache PR (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e) shows much larger wins on highly-parallel workloads (+47–62% at 88+ threads on a server box, per the PR's own measurements on Vera). Single-thread batch numbers above are flat or slightly improved because cache-hit overhead was already low without contention.\u003c/p\u003e\n\u003ch3\u003eLlama-3 encode\u003c/h3\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7f1623b90b5adfb9bc327d4c3468d2f70bbce262\"\u003e\u003ccode\u003e7f1623b\u003c/code\u003e\u003c/a\u003e Bump version to 0.23.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bbe43ad73d8fc8932b9d0e657ddee3cd70c649a4\"\u003e\u003ccode\u003ebbe43ad\u003c/code\u003e\u003c/a\u003e ci: release workflow fixes (node + python) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2043\"\u003e#2043\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/ab0c5d8fc13eb1c5001d9c06806635e2b5a42e9f\"\u003e\u003ccode\u003eab0c5d8\u003c/code\u003e\u003c/a\u003e Fix node release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2034\"\u003e#2034\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/decd8e07dad15f296c0adc2bc3a560f62d3de2eb\"\u003e\u003ccode\u003edecd8e0\u003c/code\u003e\u003c/a\u003e bindings/python: free-threaded Python (3.14t) support (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2041\"\u003e#2041\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/3992692d483bf3177219b52cb101b1bb055c18e6\"\u003e\u003ccode\u003e3992692\u003c/code\u003e\u003c/a\u003e update for release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2033\"\u003e#2033\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bcdd25b97fcd78549903082ecf3ddd87d42c456b\"\u003e\u003ccode\u003ebcdd25b\u003c/code\u003e\u003c/a\u003e BPE cache: per-thread read-through cache to avoid RwLock atomics on hits (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/618eb383f43e207139eb5cdb9bca17796b5e9bd7\"\u003e\u003ccode\u003e618eb38\u003c/code\u003e\u003c/a\u003e Bump follow-redirects in /tokenizers/examples/unstable_wasm/www (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b6b1688bef2e87efc91af18edf7ac38b4d2dfbe6\"\u003e\u003ccode\u003eb6b1688\u003c/code\u003e\u003c/a\u003e chore: bump doc-builder SHA for PR upload workflow (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2025\"\u003e#2025\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/19015d6b44aa3896626de5092e4171aed1b56d5b\"\u003e\u003ccode\u003e19015d6\u003c/code\u003e\u003c/a\u003e fix: use uvx --with cairosvg instead of uv pip install --system (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/efbcc68e321c364c8f9541f1c93a158df54d7da4\"\u003e\u003ccode\u003eefbcc68\u003c/code\u003e\u003c/a\u003e Ci benchmarks (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2019\"\u003e#2019\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and head...\n\n_Description has been truncated_","html_url":"https://github.com/Entrpi/vllm-glm-5.3-flash-spark/pull/10","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Entrpi%2Fvllm-glm-5.3-flash-spark/issues/10","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/10/packages"}],"issue_packages":[{"old_version":"3.2.0","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-13T15:57:36.000Z","version_change":"3.2.0 → 3.3.2","issue":{"uuid":"5441124382","node_id":"PR_kwDOTkPe388AAAABDWLStw","number":17,"state":"open","title":"Bump the minor-update group across 1 directory with 190 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.13.1` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.24.0` | `0.29.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.56.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.13.1 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/856157a2f3e9594954310df18fdccc31ffddebe9\"\u003e\u003ccode\u003e856157a\u003c/code\u003e\u003c/a\u003e v5.17.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5b7dcb0d36c242d8d85920a81c564ef3a86ca6dd\"\u003e\u003ccode\u003e5b7dcb0\u003c/code\u003e\u003c/a\u003e MRoPE continued (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48594\"\u003e#48594\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50bbcc630ed1675d15d2def3877c88d6c2630415\"\u003e\u003ccode\u003e50bbcc6\u003c/code\u003e\u003c/a\u003e [fix] Update stale expected strings in HunYuanVL integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48646\"\u003e#48646\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8bcd79c4c77a529bc34d6e19f7d718164b7fa6a\"\u003e\u003ccode\u003ee8bcd79\u003c/code\u003e\u003c/a\u003e [Quantizaiton]support 5/6/7 bits in AutoRound (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48481\"\u003e#48481\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3283d5f78ed6836d39430c8190a6e0500be78698\"\u003e\u003ccode\u003e3283d5f\u003c/code\u003e\u003c/a\u003e [fix] Update stale golden values and fix expected_logits shape in FlavaForPre...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5f47b5aad791b69dff597b903614fb2bef8b88a1\"\u003e\u003ccode\u003e5f47b5a\u003c/code\u003e\u003c/a\u003e [tests] Fix integration test golden values broken by fast image processor def...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/fc501343edfccdc840eb8594a6cafa8185c2de53\"\u003e\u003ccode\u003efc50134\u003c/code\u003e\u003c/a\u003e Add Fun-ASR-Nano model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46180\"\u003e#46180\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d9fe823d1cedbba33dd0aeef08f773abe971688e\"\u003e\u003ccode\u003ed9fe823\u003c/code\u003e\u003c/a\u003e Fix YOLOS device mismatch with device_map=\u0026quot;auto\u0026quot; (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46886\"\u003e#46886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cbc1651a032b923da7f4b44b3d0e6f68e6ba6b55\"\u003e\u003ccode\u003ecbc1651\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eGenerate\u003c/code\u003e] Avoid unconditionally downloading remote hub file (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48620\"\u003e#48620\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/bd05a4b2baf8b37b8f64c0c2c70d2628583f7c2a\"\u003e\u003ccode\u003ebd05a4b\u003c/code\u003e\u003c/a\u003e Honor \u003ccode\u003eshift_labels\u003c/code\u003e in decoder-only LLM/VLM losses (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48493\"\u003e#48493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.13.1...v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca 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the minor-update group with 172 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.128.0` | `0.141.1` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.21.0` | `0.29.0` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.6.2.post1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [arrow](https://github.com/arrow-py/arrow) | `1.3.0` | `1.4.0` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.1.7` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [harfile](https://github.com/schemathesis/harfile) | `0.3.0` | `0.5.0` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.4.3` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.10.2` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [hypothesis-graphql](https://github.com/Stranger6667/hypothesis-graphql) | `0.11.1` | `0.13.2` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonpointer](https://github.com/stefankoegl/python-json-pointer) | `3.0.0` | `3.1.1` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-subtests](https://github.com/pytest-dev/pytest-subtests) | `0.14.1` | `0.15.0` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tomli](https://github.com/hukkin/tomli) | `2.2.1` | `2.4.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.2` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.0.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/856157a2f3e9594954310df18fdccc31ffddebe9\"\u003e\u003ccode\u003e856157a\u003c/code\u003e\u003c/a\u003e v5.17.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5b7dcb0d36c242d8d85920a81c564ef3a86ca6dd\"\u003e\u003ccode\u003e5b7dcb0\u003c/code\u003e\u003c/a\u003e MRoPE continued (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48594\"\u003e#48594\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50bbcc630ed1675d15d2def3877c88d6c2630415\"\u003e\u003ccode\u003e50bbcc6\u003c/code\u003e\u003c/a\u003e [fix] Update stale expected strings in HunYuanVL integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48646\"\u003e#48646\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8bcd79c4c77a529bc34d6e19f7d718164b7fa6a\"\u003e\u003ccode\u003ee8bcd79\u003c/code\u003e\u003c/a\u003e [Quantizaiton]support 5/6/7 bits in AutoRound (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48481\"\u003e#48481\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3283d5f78ed6836d39430c8190a6e0500be78698\"\u003e\u003ccode\u003e3283d5f\u003c/code\u003e\u003c/a\u003e [fix] Update stale golden values and fix expected_logits shape in FlavaForPre...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5f47b5aad791b69dff597b903614fb2bef8b88a1\"\u003e\u003ccode\u003e5f47b5a\u003c/code\u003e\u003c/a\u003e [tests] Fix integration test golden values broken by fast image processor def...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/fc501343edfccdc840eb8594a6cafa8185c2de53\"\u003e\u003ccode\u003efc50134\u003c/code\u003e\u003c/a\u003e Add Fun-ASR-Nano model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46180\"\u003e#46180\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d9fe823d1cedbba33dd0aeef08f773abe971688e\"\u003e\u003ccode\u003ed9fe823\u003c/code\u003e\u003c/a\u003e Fix YOLOS device mismatch with device_map=\u0026quot;auto\u0026quot; (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46886\"\u003e#46886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cbc1651a032b923da7f4b44b3d0e6f68e6ba6b55\"\u003e\u003ccode\u003ecbc1651\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eGenerate\u003c/code\u003e] Avoid unconditionally downloading remote hub file (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48620\"\u003e#48620\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/bd05a4b2baf8b37b8f64c0c2c70d2628583f7c2a\"\u003e\u003ccode\u003ebd05a4b\u003c/code\u003e\u003c/a\u003e Honor \u003ccode\u003eshift_labels\u003c/code\u003e in decoder-only LLM/VLM losses (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48493\"\u003e#48493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.10` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.10.4` | `5.17.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.24.0` | `0.29.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.15.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.91` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.91` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.4.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.4.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.78.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.58.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.31.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.56.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.8.0` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.7.0.27` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.58` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.59` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.4.49` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.4.0.34` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.19.0.109` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.3.2.15` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.6.49` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.4.52` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.4.49` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.2` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.49.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.10\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/7dd71c15c4fb5c94206bed1763abd4c2bd2f1b33\"\u003e\u003ccode\u003e7dd71c1\u003c/code\u003e\u003c/a\u003e Fixed version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/59124d62299e212931786aa74ead15388abaf376\"\u003e\u003ccode\u003e59124d6\u003c/code\u003e\u003c/a\u003e PR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e: Fix Python API error propagation in match helpers\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/25e15218bd44ca26677e3c28709e94a0ca0d9b8e\"\u003e\u003ccode\u003e25e1521\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e from dynapx/fix-compiler-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/3ad78cfb73850c2f1178d19553fa14661f73d9cb\"\u003e\u003ccode\u003e3ad78cf\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e from dynapx/fix-detach-string-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f54253c332574bd5a9d96d3ec9d62b5db954dac7\"\u003e\u003ccode\u003ef54253c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/615\"\u003e#615\u003c/a\u003e from dynapx/fix-python-api-error-propagation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c44224476cd6a6e53be0e458dfdcf3b81d76e426\"\u003e\u003ccode\u003ec442244\u003c/code\u003e\u003c/a\u003e Propagate scanner internal errors\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/68837e7af862250cd08fa49ff584a2bbff246e0f\"\u003e\u003ccode\u003e68837e7\u003c/code\u003e\u003c/a\u003e Propagate node stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/f1df5387982d526cc9475fddcc8d1043b02ffc9a\"\u003e\u003ccode\u003ef1df538\u003c/code\u003e\u003c/a\u003e Propagate check stack allocation failures\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/d8873b119a49cde8d2613253827bf973261bb2bc\"\u003e\u003ccode\u003ed8873b1\u003c/code\u003e\u003c/a\u003e Preserve Python exceptions in input decoding\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/910784fb8039c445a68e84a261119a96031c811c\"\u003e\u003ccode\u003e910784f\u003c/code\u003e\u003c/a\u003e Propagate detach_string slicing errors\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.10\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.10.4 to 5.17.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease 5.17.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.17.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eHYV4\u003c/h3\u003e\n\n\u003cp\u003eHy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per\ntoken. Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every\ntoken to 8 of them. The context window is 1M tokens.\u003c/p\u003e\n\u003cp\u003eThe architecture combines four features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMulti-head Latent Attention (MLA)\u003c/strong\u003e compresses keys and values into a low-rank latent\n(\u003ccode\u003ekv_lora_rank\u003c/code\u003e) that \u003ccode\u003ekv_b_proj\u003c/code\u003e expands back to one key/value per query head.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDeepSeek Sparse Attention (DSA)\u003c/strong\u003e selects \u003ccode\u003eindex_topk\u003c/code\u003e keys per query with a lightweight indexer.\nFollowing \u003ca href=\"https://huggingface.co/papers/2603.12201\"\u003eIndexShare\u003c/a\u003e, only the layers marked \u003ccode\u003e\u0026quot;full\u0026quot;\u003c/code\u003e\nin \u003ccode\u003eindexer_types\u003c/code\u003e run an indexer; \u003ccode\u003e\u0026quot;shared\u0026quot;\u003c/code\u003e layers reuse the previous full layer's selection.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGated MLA with learnable attention sinks\u003c/strong\u003e, where each head owns a sink logit that participates\nin the softmax and contributes no value, as in \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gpt_oss\"\u003eGPT-OSS\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eIndependent Hyper-Connections (iHC)\u003c/strong\u003e replace the plain residual path with \u003ccode\u003ehc_mult\u003c/code\u003e parallel\nresidual streams that are collapsed before, and redistributed after, every sublayer.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe implementation does not execute the multi-token prediction (MTP) layers. Released checkpoints\nkeep those weights so that other runtimes can use them for speculative decoding; they are ignored\nat load time.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/hy_v4\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd h4 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48473\"\u003e#48473\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48473\"\u003e#48473\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eVibeVoice\u003c/h3\u003e\n\n\u003cp\u003e\u003ca href=\"https://huggingface.co/papers/2508.19205\"\u003eVibeVoice\u003c/a\u003e is a novel framework for synthesizing high-fidelity, long-form speech with multiple speakers by employing a next-token diffusion approach within a Large Language Model (LLM) structure. It's designed to capture the authentic conversational \u0026quot;vibe\u0026quot; and is particularly suited for generating audio content like podcasts and multi-participant audiobooks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/vibevoice\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement VibeVoice  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/40546\"\u003e#40546\u003c/a\u003e) by \u003ca href=\"https://github.com/pengzhiliang\"\u003e\u003ccode\u003e@​pengzhiliang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40546\"\u003e#40546\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eNeoMME\u003c/h3\u003e\n\u003cp\u003eNeoMME is a family of efficient 260M and 800M parameter multimodal-native multilingual foundation encoders from H Company. It processes multilingual text tokens and raw image patches in a single bidirectional Transformer encoder, without a separately pretrained vision tower or causal language model.\u003c/p\u003e\n\u003cp\u003eNeoMME-Retriever is a model fine-tuned from the NeoMME backbone for visual document retrieval with joint late-interaction and dense objectives. It takes text queries and documents (text or page screenshots) and produces multi-vector embeddings for MeanMaxSim scoring (late-interaction) and mean-pooled embeddings for cosine similarity (dense).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/neomme\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/huggingface/transformers/commits/v5.17.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/1b0fe9c6acf3ac2ec7f4a0fd13bccfc0b65ce765\u0026quot;\u0026gt;\u0026lt;code\u0026gt;1b0fe9c\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(ci): security audit slack message format (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/757\u0026quot;\u0026gt;#757\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/7efac22872a53ae3b30a15f8e786404322f10458\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7efac22\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; [MPS] Fast load of the tensors (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/756\u0026quot;\u0026gt;#756\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Additional commits viewable in \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/compare/v0.7.0...v0.8.0\u0026quot;\u0026gt;compare view\u0026lt;/a\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;/details\u0026gt;\n\n\u0026lt;br /\u0026gt;\u003c/code\u003e\u003c/pre\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e....\n\n_Description has been truncated_","html_url":"https://github.com/AmnO-O/VLLM/pull/20","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmnO-O%2FVLLM/issues/20","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/20/packages"}},{"old_version":"3.2.0","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-11T23:51:51.000Z","version_change":"3.2.0 → 3.3.2","issue":{"uuid":"5429926428","node_id":"PR_kwDOUOphvM8AAAABDNlTUA","number":10,"state":"open","title":"Bump the minor-update group across 1 directory with 188 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sion":"0.16.1"},{"name":"s3transfer","old_version":"0.10.3","new_version":"0.19.2","repository_url":"https://github.com/boto/s3transfer"},{"name":"sacrebleu","old_version":"2.4.3","new_version":"2.6.0","repository_url":"https://github.com/mjpost/sacrebleu"},{"name":"schemathesis","old_version":"4.21.6","new_version":"4.26.1","repository_url":"https://github.com/schemathesis/schemathesis"},{"name":"scikit-learn","old_version":"1.5.2","new_version":"1.7.2","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.69.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"b12x","old_version":"1.2.6","new_version":"1.3.0"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 188 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.15.0` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.6` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.27.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.3` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.90` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.90` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.168.0` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.8` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.1` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| b12x | `1.2.6` | `1.3.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.15.0 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.15.0...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.13.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.25.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.14.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.13.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.13.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=...\n\n_Description has been 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the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.7` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/star...\n\n_Description has been 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torch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"zentorch","old_version":"2.11.0.0","new_version":"2.13.0.0","repository_url":"https://github.com/amd/ZenDNN-pytorch-plugin"},{"name":"helion","old_version":"1.1.0","new_version":"1.4.0","repository_url":"https://github.com/pytorch/helion"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 170 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.6.2.post1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.1.7` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.4.3` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.10.2` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.2` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/73132135947275c5dda135438e4c2e4bd70a2b10\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7313213\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; Update free-threading tests for Python 3.14 (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/699\u0026quot;\u0026gt;#699\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e9091e13ec359e9e5b8b45413fcbe340444dde1c\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e9091e1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: add \u0026lt;code\u0026gt;backend\u0026lt;/code\u0026gt; with pread file (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/760\u0026quot;\u0026gt;#760\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/1b0fe9c6acf3ac2ec7f4a0fd13bccfc0b65ce765\u0026quot;\u0026gt;\u0026lt;code\u0026gt;1b0fe9c\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(ci): security audit slack message format (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/757\u0026quot;\u0026gt;#757\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/7efac22872a53ae3b30a15f8e786404322f10458\u0026quot;\u0026gt;\u0026lt;code\u0026gt;7efac22\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; [MPS] Fast load of the tensors (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/756\u0026quot;\u0026gt;#756\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Additional commits viewable in \u0026lt;a href=\u0026quot;htt...\n\n_Description has been 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the minor-update group with 189 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| pynvvideocodec | `2.1.0` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.77.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.69.0` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: w...\n\n_Description has been 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the minor-update group with 190 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.26.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.2` | `0.4.0` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.26.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.26.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. 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kit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.16.2","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.3.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 183 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.8.0.dev0` |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.30.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [mcp](https://github.com/modelcontextprotocol/python-sdk) | `2.1.1` | `2.2.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| triton | `3.7.1` | `3.8.0+gitdf3f91dd` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [fastsafetensors](https://github.com/foundation-model-stack/fastsafetensors) | `0.3.3` | `0.4.0` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.1` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/datamodel-code-generator/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.55.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mcp-types](https://github.com/modelcontextprotocol/python-sdk) | `2.1.1` | `2.2.0` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.11` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.25` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.26.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.16.2` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n\n\nUpdates `nvidia-cutlass-dsl` from 4.6.2 to 4.8.0.dev0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/NVIDIA/cutlass/releases\"\u003envidia-cutlass-dsl's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eCUTLASS 4.8.0 dev\u003c/h2\u003e\n\u003ch3\u003eCuTe DSL\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNew features\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eInitial Rubin support to accelerate dense GEMMs. The following features are available:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCuTe DSL\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eB collector reuse\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003cli\u003eLarger shared memory allocations (328KB)\u003c/li\u003e\n\u003cli\u003eEnhanced mixed precision throughput (FP8/FP4)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePrimitives\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eNOTE: Executing Rubin kernels (SM107) requires the R615 driver which will be released\nwith CUDA Toolkit 13.4 GA.  R610 from CUDA Toolkit 13.4 Developer Preview is not\nsufficient.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCuTe DSL extensions has several new features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCTA-V maps are now inferred automatically for \u003ccode\u003ecute_ext\u003c/code\u003e TMA load, store, multicast, and reduce-store operations. Explicit CTA-V maps remain supported as overrides.\u003c/li\u003e\n\u003cli\u003eAdded asynchronous atomic TMA reduce-store and sparse MMA operations.\u003c/li\u003e\n\u003cli\u003eAdded reusable \u003ccode\u003ecute_ext\u003c/code\u003e GEMM mainloop and TMA epilogue helpers.\u003c/li\u003e\n\u003cli\u003eAdded opt-in TMEM accumulator-buffer planning, including overlapping ping-pong storage for capacity-constrained kernels.\u003c/li\u003e\n\u003cli\u003eImproved device-side TMA descriptor updates and grouped GEMM performance through SMEM-staged updates, workspace reuse, and reduced prologue and synchronization overhead.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThis release includes an opt-in preview of the CuTe DSL extensions (\u003ccode\u003ecute_ext\u003c/code\u003e) compiler pipeline for ordinary Cute DSL kernels. This pipeline lets user mix \u003ccode\u003ecute_ext\u003c/code\u003e APIs directly into \u003ccode\u003e@cute.jit\u003c/code\u003e and \u003ccode\u003e@cute.kernel\u003c/code\u003e code and is required for kernels that mix the two API surfaces. You may test this feature with the following:\n\u003ccode\u003eCUTE_DSL_USE_EXTENSION_COMPILER=1 python your_program.py\u003c/code\u003e\nThe pipeline is expected to preserve program behavior, but generated PTX/SASS may differ. The pipeline is planned to become the default in a future release.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded examples for better control over Primitives' compiler warnings/errors introduced in 4.7.0.  See the \u003ccode\u003eCuTeDSL/experimental/compiler_diagnostic/\u003c/code\u003e directory.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIKET Profiler Tool\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin kernels (sm107) can now be profiled.\u003c/li\u003e\n\u003cli\u003eIt is now possible to only dump timing data for a specific cluster to reduce profiling overhead.  Previously all clusters were profiled.\u003c/li\u003e\n\u003cli\u003eTask Scheduling can instrument the schedule with IKET ranges when constructing TaskManager objects (\u003ccode\u003eiket_enable_profiling=True\u003c/code\u003e).  Task execution will generate an IKET range and individual pipeline stages in a schedule may generate separate ranges (\u003ccode\u003eiket_profiling_stages\u003c/code\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eA number of new examples were added in this release:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin (CuTe):\n\u003cul\u003e\n\u003cli\u003eDense GEMM for legacy data type with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003cli\u003eDense blockscaled GEMM with FP4/FP6/FP8 mixed precision and UE5M3 / block-32 scale-factor support\u003c/li\u003e\n\u003cli\u003eGrouped blockscaled GEMM with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eBlockwise GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eRubin (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eFP4 blockscaled GEMM\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eBlackwell (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eDense GEMMs\n\u003cul\u003e\n\u003cli\u003eBack-to-back GEMM\u003c/li\u003e\n\u003cli\u003eBlockscaled GEMM\u003c/li\u003e\n\u003cli\u003ePersistent GEMM with alpha/beta scaling\u003c/li\u003e\n\u003cli\u003eCLC scheduler/dynamic persistent GEMM\u003c/li\u003e\n\u003cli\u003eGLU GEMM\u003c/li\u003e\n\u003cli\u003eMixed input GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/NVIDIA/cutlass/blob/main/CHANGELOG.md\"\u003envidia-cutlass-dsl's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eChangelog\u003c/h1\u003e\n\u003ch1\u003eCUTLASS 4.x\u003c/h1\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass\"\u003e4.8.0\u003c/a\u003e (2026-08-25)\u003c/h2\u003e\n\u003ch3\u003eCuTe DSL\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNew features\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eInitial Rubin support to accelerate dense GEMMs. The following features are available:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCuTe DSL\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eB collector reuse\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003cli\u003eLarger shared memory allocations (328KB)\u003c/li\u003e\n\u003cli\u003eEnhanced mixed precision throughput (FP8/FP4)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ePrimitives\n\u003cul\u003e\n\u003cli\u003eRubin new FP8 and FP4 Tensor Core support\u003c/li\u003e\n\u003cli\u003eExtended TMEM size from 512 COL to 576 COL\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eNOTE: Executing Rubin kernels (SM107) requires the R615 driver which will be released\nwith CUDA Toolkit 13.4 GA.  R610 from CUDA Toolkit 13.4 Developer Preview is not\nsufficient.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCuTe DSL extensions has several new features:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eCTA-V maps are now inferred automatically for \u003ccode\u003ecute_ext\u003c/code\u003e TMA load, store, multicast, and reduce-store operations. Explicit CTA-V maps remain supported as overrides.\u003c/li\u003e\n\u003cli\u003eAdded asynchronous atomic TMA reduce-store and sparse MMA operations.\u003c/li\u003e\n\u003cli\u003eAdded reusable \u003ccode\u003ecute_ext\u003c/code\u003e GEMM mainloop and TMA epilogue helpers.\u003c/li\u003e\n\u003cli\u003eAdded opt-in TMEM accumulator-buffer planning, including overlapping ping-pong storage for capacity-constrained kernels.\u003c/li\u003e\n\u003cli\u003eImproved device-side TMA descriptor updates and grouped GEMM performance through SMEM-staged updates, workspace reuse, and reduced prologue and synchronization overhead.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eThis release includes an opt-in preview of the CuTe DSL extensions (\u003ccode\u003ecute_ext\u003c/code\u003e) compiler pipeline for ordinary Cute DSL kernels. This pipeline lets user mix \u003ccode\u003ecute_ext\u003c/code\u003e APIs directly into \u003ccode\u003e@cute.jit\u003c/code\u003e and \u003ccode\u003e@cute.kernel\u003c/code\u003e code and is required for kernels that mix the two API surfaces. You may test this feature with the following:\n\u003ccode\u003eCUTE_DSL_USE_EXTENSION_COMPILER=1 python your_program.py\u003c/code\u003e\nThe pipeline is expected to preserve program behavior, but generated PTX/SASS may differ. The pipeline is planned to become the default in a future release.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded examples for better control over Primitives' compiler warnings/errors introduced in 4.7.0.  See the \u003ccode\u003eCuTeDSL/experimental/compiler_diagnostic/\u003c/code\u003e directory.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIKET Profiler Tool\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin kernels (sm107) can now be profiled.\u003c/li\u003e\n\u003cli\u003eIt is now possible to only dump timing data for a specific cluster to reduce profiling overhead.  Previously all clusters were profiled.\u003c/li\u003e\n\u003cli\u003eTask Scheduling can instrument the schedule with IKET ranges when constructing TaskManager objects (\u003ccode\u003eiket_enable_profiling=True\u003c/code\u003e).  Task execution will generate an IKET range and individual pipeline stages in a schedule may generate separate ranges (\u003ccode\u003eiket_profiling_stages\u003c/code\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eA number of new examples were added in this release:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRubin (CuTe):\n\u003cul\u003e\n\u003cli\u003eDense GEMM for legacy data type with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003cli\u003eDense blockscaled GEMM with FP4/FP6/FP8 mixed precision and UE5M3 / block-32 scale-factor support\u003c/li\u003e\n\u003cli\u003eGrouped blockscaled GEMM with B collector reuse as applicable\u003c/li\u003e\n\u003cli\u003eBlockwise GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eRubin (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eFP4 blockscaled GEMM\u003c/li\u003e\n\u003cli\u003eGrouped GEMM with B collector reuse\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003eBlackwell (CuTe extension):\n\u003cul\u003e\n\u003cli\u003eDense GEMMs\n\u003cul\u003e\n\u003cli\u003eBack-to-back GEMM\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/cdcf8d86daa9b417840fd99875a1b1af685d389d\"\u003e\u003ccode\u003ecdcf8d8\u003c/code\u003e\u003c/a\u003e v4.8 dev update. (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3551\"\u003e#3551\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/7107b05535f8977f5ecb9d01ee203205b1fd9bc4\"\u003e\u003ccode\u003e7107b05\u003c/code\u003e\u003c/a\u003e [CuTeDSL] Fix export_to_c shape slot width for 64-bit dynamic dims (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3448\"\u003e#3448\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/957eb92128c047937e5674e87377249fad2a1728\"\u003e\u003ccode\u003e957eb92\u003c/code\u003e\u003c/a\u003e [CuTeDSL] Skip the numpy round-trip for in-range integer scalars (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3446\"\u003e#3446\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/a2b29f847b10c68099afeec1f3f56f6ca963903e\"\u003e\u003ccode\u003ea2b29f8\u003c/code\u003e\u003c/a\u003e fix(tvm-ffi): env stream detection for tuple parameters (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3464\"\u003e#3464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/6c68991985ca8b09594ac6fd43abbfd5830c4140\"\u003e\u003ccode\u003e6c68991\u003c/code\u003e\u003c/a\u003e add \u003ccode\u003eSM75_16x8x8_F16F16F16F16_TN\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/2851\"\u003e#2851\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/1d7cde107fa2edbf8fbf7460498b5b36a0cf8f0a\"\u003e\u003ccode\u003e1d7cde1\u003c/code\u003e\u003c/a\u003e Fix the ScatterD issue in predicated_tile_iterator (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3278\"\u003e#3278\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/564d267e4c992c456d12ad02665f9acedf7708f1\"\u003e\u003ccode\u003e564d267\u003c/code\u003e\u003c/a\u003e [Distributed] sm100a bs gemm ar kernel signature issue fix (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3461\"\u003e#3461\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/dcf215af68a2d08d305076c152a06f201728cd53\"\u003e\u003ccode\u003edcf215a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3289\"\u003e#3289\u003c/a\u003e from kainzhong/more_tvm_ffi_doc\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/b50d8fd7196e1c5801c1bd8edf1d64e4bf9add6c\"\u003e\u003ccode\u003eb50d8fd\u003c/code\u003e\u003c/a\u003e Fix SM89 FP8 blockwise swizzle scale indexing (\u003ca href=\"https://redirect.github.com/NVIDIA/cutlass/issues/3394\"\u003e#3394\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/NVIDIA/cutlass/commit/976d0521f0d3f48b2c20466cd0d150b90f1aac36\"\u003e\u003ccode\u003e976d052\u003c/code\u003e\u003c/a\u003e Fix ScaledBasis equality for mismatched bases, add SM120 sparse metadata K as...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/NVIDIA/cutlass/compare/v4.6.2...v4.8.0dev\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ePR [#615](https://github.com/mrabarnett/mrab-regex/issues/615): Fix Python API error propagation in match helpers\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/616\"\u003e#616\u003c/a\u003e: Preserve Python Exceptions in Input Decoding and String Detachment\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/617\"\u003e#617\u003c/a\u003e: Prevent Invalid Pointer Use and Exception State Corruption in Byte String Joining\u003c/p\u003e\n\u003cp\u003ePR \u003ca href=\"https://redirect.github.com/mrabarnett/mrab-regex/issues/618\"\u003e#618\u003c/a\u003e: Propagate Allocation and Internal Errors During Pattern Compilation and Scanner Execution\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resources by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3407\"\u003eKludex/starlette#3407\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3411\"\u003eKludex/starlette#3411\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eOffload large GZip compression by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3410\"\u003eKludex/starlette#3410\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca h...\n\n_Description has been truncated_","html_url":"https://github.com/amdpilot-org/vllm/pull/82","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/amdpilot-org%2Fvllm/issues/82","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/82/packages"}},{"old_version":"3.2.0","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-08T01:57:44.000Z","version_change":"3.2.0 → 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the minor-update group with 190 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [lk-moe](https://github.com/guqiong96/Lvllm) | `2.3.3` | `2.4.1` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.2` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.89` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.89` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.3.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c...\n\n_Description has been truncated_","html_url":"https://github.com/guqiong96/Lvllm/pull/101","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guqiong96%2FLvllm/issues/101","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/101/packages"}},{"old_version":"3.2.0","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-07T14:31:37.000Z","version_change":"3.2.0 → 3.3.2","issue":{"uuid":"5376010771","node_id":"PR_kwDOTeMcT88AAAABCiaZgQ","number":21,"state":"open","title":"build(deps): bump the minor-update group across 1 directory with 189 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"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"triton","old_version":"3.6.0","new_version":"3.8.0","repository_url":"https://github.com/triton-lang/triton"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.2.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"},{"name":"zentorch","old_version":"2.11.0.0","new_version":"2.13.0.0","repository_url":"https://github.com/amd/ZenDNN-pytorch-plugin"},{"name":"helion","old_version":"1.1.0","new_version":"1.4.0","repository_url":"https://github.com/pytorch/helion"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.5.3` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.7.0` | `0.8.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.23.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.5.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.2` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.88` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.88` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.2` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.2` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.36.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.1` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.3` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.0.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.19.0.56` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.0` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.28.9` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.18.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.6.0` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.5.3 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.5.3...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `safetensors` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/safetensors/releases\"\u003esafetensors's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eNews\u003c/h2\u003e\n\u003cp\u003esafetensors joins the PyTorch foundation!\u003c/p\u003e\n\n\u003cp\u003eRead more on that: \u003ca href=\"https://huggingface.co/blog/safetensors-joins-pytorch-foundation\"\u003ehttps://huggingface.co/blog/safetensors-joins-pytorch-foundation\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eWhat's changed\u003c/h2\u003e\n\u003cp\u003eSafetensors 0.8.0 brings direct to Metal loading on Apple Silicon, GIL-free serialization, broader hardware and dtype coverage, and a stronger Python API.\u003c/p\u003e\n\u003ch3\u003eBreaking\u003c/h3\u003e\n\u003cp\u003eThe \u003ccode\u003eserialize\u003c/code\u003e and \u003ccode\u003eserialize_file\u003c/code\u003e functions now release the GIL during writes, enabling true multithreaded saves from Python. Their input contract has also changed: tensor metadata is now passed via a \u003ccode\u003eTensorSpec\u003c/code\u003e class (exported from safetensors) instead of plain dicts, making API more explicit and robust to misinputs. This is a breaking change for anyone calling the low-level \u003ccode\u003eserialize\u003c/code\u003e / \u003ccode\u003eserialize_file\u003c/code\u003e API directly; the high-level wrappers (\u003ccode\u003esafetensors.torch\u003c/code\u003e, \u003ccode\u003esafetensors.numpy\u003c/code\u003e, \u003ccode\u003esafetensors.paddle\u003c/code\u003e) are updated internally and their public API is unchanged.\u003c/p\u003e\n\u003cp\u003eThe minimum supported Python version is now 3.10 (was 3.9). Python 3.9 reached end-of-life in October 2025.\u003c/p\u003e\n\u003cp\u003e\u003ccode\u003eTensorIndexer::Narrow\u003c/code\u003e now carries a \u003ccode\u003estep: NonZeroUsize\u003c/code\u003e parameter, so a slice is now \u003ccode\u003estart:stop:step\u003c/code\u003e. This is a fix as this silent error was hidden behind the \u003ccode\u003eStorage::Torch\u003c/code\u003e variant which offloaded slicing logic to torch directly.\u003c/p\u003e\n\u003ch3\u003eCI\u003c/h3\u003e\n\u003cp\u003eOn the platform side, this release adds Windows ARM64 wheel builds, riscv64 Linux wheels, and CI has been hardened with pinned GitHub Actions SHAs.\u003c/p\u003e\n\u003cp\u003eAlso dropped the anaconda CI we had as there's already an automatic tracker via conda-forge.\u003c/p\u003e\n\u003ch3\u003eNew features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDirect MPS load on Apple Silicon: tensors are directly loaded in an \u003ccode\u003eMTLBuffer\u003c/code\u003e and handed to the frameworks that support it (only torch atm) via DLPack, skipping needless copies.\u003c/li\u003e\n\u003cli\u003eNew \u003ccode\u003ebackend\u003c/code\u003e parameter introduced, for the addition of the \u003ccode\u003epread\u003c/code\u003e backend. We now support loading files via \u003ccode\u003epread(2)\u003c/code\u003e syscall instead of just mmap. Useful for specific archs/platforms.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eget_slice\u003c/code\u003e now handles ellipsis \u003ccode\u003e[...]\u003c/code\u003e and strided slices \u003ccode\u003e[:, ::8]\u003c/code\u003e wherever safetensors does the slicing itself (\u003ccode\u003epread\u003c/code\u003e for any framework, MPS, and \u003ccode\u003emmap\u003c/code\u003e outside torch/paddle), which silently dropped the step or rejected \u003ccode\u003e...\u003c/code\u003e before.\u003c/li\u003e\n\u003cli\u003eMUSA device support for MooreThreads GPUs.\u003c/li\u003e\n\u003cli\u003eNew dtype support includes \u003ccode\u003efloat8_e4m3fnuz\u003c/code\u003e and \u003ccode\u003efloat8_e5m2fnuz\u003c/code\u003e (AMD FNUZ FP8 formats).\u003c/li\u003e\n\u003cli\u003eThe reader is now explicitly lenient about leading whitespace in the JSON header, which keeps the door open for future page-aligned writes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eImprovements/perf\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFile writes on macOS now use \u003ccode\u003eF_NOCACHE\u003c/code\u003e for direct I/O, yielding roughly 30% faster \u003ccode\u003esave_file\u003c/code\u003e on Apple Silicon.\u003c/li\u003e\n\u003cli\u003eThe packaging dependency has been dropped from the \u003ccode\u003e[torch]\u003c/code\u003e extra, replaced by a simple \u003ccode\u003ehasattr\u003c/code\u003e probe for efficiency.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd arm64 windows support by \u003ca href=\"https://github.com/finnagin\"\u003e\u003ccode\u003e@​finnagin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/678\"\u003esafetensors/safetensors#678\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(backend): support musa backend for MooreThreads GPU by \u003ca href=\"https://github.com/caizhi-mt\"\u003e\u003ccode\u003e@​caizhi-mt\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/671\"\u003esafetensors/safetensors#671\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd gil free serialize_file(serialize_file_threadable) by \u003ca href=\"https://github.com/TomQunChao\"\u003e\u003ccode\u003e@​TomQunChao\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/679\"\u003esafetensors/safetensors#679\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erefactor: remove outdated comment by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/685\"\u003esafetensors/safetensors#685\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: add direct io write fast path on macos by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/687\"\u003esafetensors/safetensors#687\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: keep dropped reference to tensor moved from gpu to cpu by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/689\"\u003esafetensors/safetensors#689\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat: bump torch to \u003ccode\u003e2.4\u003c/code\u003e by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/710\"\u003esafetensors/safetensors#710\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eContribution guide security by \u003ca href=\"https://github.com/LysandreJik\"\u003e\u003ccode\u003e@​LysandreJik\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/safetensors/safetensors/pull/712\"\u003esafetensors/safetensors#712\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/safetensors/safetensors/blob/main/RELEASE.md\"\u003esafetensors's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.8.0-dev.0 → 0.8.0\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\nUpdate lockfiles again:\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ecargo check\ncd bindings/python \u0026amp;amp;\u0026amp;amp; uv lock\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Commit:\u0026lt;/p\u0026gt;\n\u0026lt;pre\u0026gt;\u0026lt;code\u0026gt;Set version to 0.8.0\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;The Python version is not set in \u0026lt;code\u0026gt;pyproject.toml\u0026lt;/code\u0026gt; directly — maturin reads it from \u0026lt;code\u0026gt;bindings/python/Cargo.toml\u0026lt;/code\u0026gt; at build time.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;4. Create the release on GitHub\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;Go to the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/releases\u0026quot;\u0026gt;GitHub Releases page\u0026lt;/a\u0026gt; and draft a new release:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Choose the release branch\u0026lt;/strong\u0026gt; (e.g. \u0026lt;code\u0026gt;git_v0.8.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Create a new tag\u0026lt;/strong\u0026gt; on publish: \u0026lt;code\u0026gt;v0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;Generate release notes\u0026lt;/strong\u0026gt; from the previous tag (e.g. \u0026lt;code\u0026gt;v0.7.0\u0026lt;/code\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;Add any notable highlights at the top of the generated notes\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;p\u0026gt;Structure for manual notes:\u0026lt;/p\u0026gt;\n\u0026lt;pre lang=\u0026quot;markdown\u0026quot;\u0026gt;\u0026lt;code\u0026gt;## Breaking changes\n- ...\n\n## New features\n- ...\n\n## Bug fixes\n- ...\n\n## Internal / CI\n- ...\n\u0026lt;/code\u0026gt;\u0026lt;/pre\u0026gt;\n\u0026lt;p\u0026gt;Click \u0026lt;strong\u0026gt;Publish release\u0026lt;/strong\u0026gt;. This creates the tag, which triggers the three release workflows.\u0026lt;/p\u0026gt;\n\u0026lt;h3\u0026gt;5. Monitor the CI\u0026lt;/h3\u0026gt;\n\u0026lt;p\u0026gt;The tag triggers two workflow runs in the \u0026lt;a href=\u0026quot;https://github.com/huggingface/safetensors/actions\u0026quot;\u0026gt;Actions tab\u0026lt;/a\u0026gt;:\u0026lt;/p\u0026gt;\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;strong\u0026gt;CI\u0026lt;/strong\u0026gt; (Python release) — builds wheels for every platform × Python version, uploads to PyPI. Can take up to over 30 minutes.\u0026lt;/li\u0026gt;\n\u0026lt;/ul\u0026gt;\n\u0026lt;!-- raw HTML omitted --\u0026gt;\n\u0026lt;/blockquote\u0026gt;\n\u0026lt;p\u0026gt;... (truncated)\u0026lt;/p\u0026gt;\n\u0026lt;/details\u0026gt;\n\u0026lt;details\u0026gt;\n\u0026lt;summary\u0026gt;Commits\u0026lt;/summary\u0026gt;\n\n\u0026lt;ul\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/a406ca3e7a90598be0cd05a50069cb9bf5ef6ba6\u0026quot;\u0026gt;\u0026lt;code\u0026gt;a406ca3\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move crates.io to trusted publisher OIDC\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/d0368d14c0a417fb2ca2a6627e9513d17f74f9b7\u0026quot;\u0026gt;\u0026lt;code\u0026gt;d0368d1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: \u0026lt;code\u0026gt;0.8.0\u0026lt;/code\u0026gt;\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/5ec3ec14c506d09598df6d96f36cd9a4ea94aafa\u0026quot;\u0026gt;\u0026lt;code\u0026gt;5ec3ec1\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix(release): move to pypi trusted publisher OIDC (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/778\u0026quot;\u0026gt;#778\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/e37dc536ce598ef1d71a9ad712987571f2f05808\u0026quot;\u0026gt;\u0026lt;code\u0026gt;e37dc53\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; feat: bump main to \u0026lt;code\u0026gt;0.9.0-dev.0\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/777\u0026quot;\u0026gt;#777\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/6e32aa7b029d323238233110c1cdecae22cbe564\u0026quot;\u0026gt;\u0026lt;code\u0026gt;6e32aa7\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; refactor: replace \u0026lt;code\u0026gt;_host_alias_storage\u0026lt;/code\u0026gt; w/ \u0026lt;code\u0026gt;MTLBuffer\u0026lt;/code\u0026gt; (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/767\u0026quot;\u0026gt;#767\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a href=\u0026quot;https://github.com/safetensors/safetensors/commit/24b0b2857fef49be734b9ab72ce97c09bb25f5b9\u0026quot;\u0026gt;\u0026lt;code\u0026gt;24b0b28\u0026lt;/code\u0026gt;\u0026lt;/a\u0026gt; fix: write to tempfile + rename to preserve mmap source (\u0026lt;a href=\u0026quot;https://redirect.github.com/huggingface/safetensors/issues/764\u0026quot;\u0026gt;#764\u0026lt;/a\u0026gt;)\u0026lt;/li\u0026gt;\n\u0026lt;li\u0026gt;\u0026lt;a 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sion":"2.4.3","new_version":"2.6.0","repository_url":"https://github.com/mjpost/sacrebleu"},{"name":"schemathesis","old_version":"4.21.6","new_version":"4.25.2","repository_url":"https://github.com/schemathesis/schemathesis"},{"name":"scikit-learn","old_version":"1.5.2","new_version":"1.7.2","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"scipy","old_version":"1.13.1","new_version":"1.15.3","repository_url":"https://github.com/scipy/scipy"},{"name":"sentry-sdk","old_version":"2.63.0","new_version":"2.68.1","repository_url":"https://github.com/getsentry/sentry-python"},{"name":"six","old_version":"1.16.0","new_version":"1.17.0","repository_url":"https://github.com/benjaminp/six"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"statsmodels","old_version":"0.14.4","new_version":"0.15.0","repository_url":"https://github.com/statsmodels/statsmodels"},{"name":"sympy","old_version":"1.13.3","new_version":"1.14.0","repository_url":"https://github.com/sympy/sympy"},{"name":"tabulate","old_version":"0.9.0","new_version":"0.10.0","repository_url":"https://github.com/astanin/python-tabulate"},{"name":"tblib","old_version":"3.1.0","new_version":"3.2.2","repository_url":"https://github.com/ionelmc/python-tblib"},{"name":"tensorizer","old_version":"2.10.1","new_version":"2.12.1","repository_url":"https://github.com/coreweave/tensorizer"},{"name":"termcolor","old_version":"3.1.0","new_version":"3.3.0","repository_url":"https://github.com/termcolor/termcolor"},{"name":"threadpoolctl","old_version":"3.5.0","new_version":"3.6.0","repository_url":"https://github.com/joblib/threadpoolctl"},{"name":"tritonclient","old_version":"2.64.0","new_version":"2.71.0","repository_url":"https://github.com/triton-inference-server/client"},{"name":"typer","old_version":"0.26.8","new_version":"0.27.2","repository_url":"https://github.com/fastapi/typer"},{"name":"urllib3","old_version":"2.2.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.35.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"vector-quantize-pytorch","old_version":"1.21.2","new_version":"1.31.4","repository_url":"https://github.com/lucidrains/vector-quantizer-pytorch"},{"name":"wcwidth","old_version":"0.2.13","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"yarl","old_version":"1.17.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"conch-triton-kernels","old_version":"1.2.1","new_version":"1.3","repository_url":"https://github.com/stackav-oss/conch"},{"name":"griffelib","old_version":"2.0.2","new_version":"2.2.0"},{"name":"ruff","old_version":"0.15.12","new_version":"0.16.6","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-update group with 186 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.15.0` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.27.0` | `1.30.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.15.0 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.15.0...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.27.0 to 1.30.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.30.0] Scheduled job filters, repo-aware revision pinning and more\u003c/h2\u003e\n\u003ch2\u003e🖥️ \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e can now filter by status, label and name\u003c/h2\u003e\n\u003cp\u003eYou can now filter scheduled jobs with \u003ccode\u003e--status\u003c/code\u003e (\u003ccode\u003eactive\u003c/code\u003e/\u003ccode\u003esuspended\u003c/code\u003e), repeatable \u003ccode\u003e-l\u003c/code\u003e/\u003ccode\u003e--label key=value\u003c/code\u003e and \u003ccode\u003e--name\u003c/code\u003e (a shortcut for \u003ccode\u003e--label name=NAME\u003c/code\u003e), matching the flags \u003ccode\u003ehf jobs ls\u003c/code\u003e already had. On the Python side, \u003ccode\u003eHfApi.list_scheduled_jobs\u003c/code\u003e gains a \u003ccode\u003elabels\u003c/code\u003e argument.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e[!WARNING]\n\u003ccode\u003e-f\u003c/code\u003e/\u003ccode\u003e--filter\u003c/code\u003e on \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e is deprecated and no longer applied: it is accepted but ignored, with a warning pointing to the new flags. Migrate as shown below. The option itself will be removed in a future release.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003ehf jobs scheduled ls --all\r\nhf jobs scheduled ls --status suspended\r\nhf jobs scheduled ls --name hourly-task --label env=prod\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebefore\u003c/th\u003e\n\u003cth\u003eafter\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f name=daily-report\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--name daily-report\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f env=prod\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--label env=prod\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend!=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e(default, or \u003ccode\u003e--status active\u003c/code\u003e)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003e-f suspend=true\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e--status suspended\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/jobs\"\u003eJobs guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAlign \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/\u003ccode\u003e--label\u003c/code\u003e/\u003ccode\u003e--name\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4773\"\u003e#4773\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔖 \u003ccode\u003eResolvedRevision\u003c/code\u003e now pins the repo it was resolved for\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003eResolvedRevision\u003c/code\u003e didn't record which repo a commit hash was resolved against, so resolving \u003ccode\u003e\u0026quot;main\u0026quot;\u003c/code\u003e on two different repos returned the same commit oid. It now remembers its \u003ccode\u003erepo_id\u003c/code\u003e and \u003ccode\u003erepo_type\u003c/code\u003e: passed back for the same repo it is returned as is, for a different repo the requested revision is resolved again.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import resolve_revision\r\n\u0026gt;\u0026gt;\u0026gt; revision = resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;)\r\n\u003ch1\u003eSame repo =\u0026gt; returned as is\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2\u0026quot;, revision=revision) is revision\nTrue\u003c/p\u003e\n\u003ch1\u003eAnother repo =\u0026gt; \u0026quot;main\u0026quot; is resolved again for that repo\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; resolve_revision(\u0026quot;openai-community/gpt2-medium\u0026quot;, revision=revision).resolved\n'6dcaa7a952f72f9298047fd5137cd6e4f05f41da'\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/manage-cache#pin-a-revision-advanced\"\u003eManage cache — Pin a revision\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDo not require the \u003ccode\u003econversational\u003c/code\u003e tag for chat-completion on hf-inference: any model with pipeline tag \u003ccode\u003etext-generation\u003c/code\u003e or \u003ccode\u003eimage-text-to-text\u003c/code\u003e can now be served, mirroring the updated provider-side rules by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4784\"\u003e#4784\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/48ef2781c2c4c2247431c97efcd5487e89d42732\"\u003e\u003ccode\u003e48ef278\u003c/code\u003e\u003c/a\u003e Release: v1.30.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/a073ecb91bfdb5966d1fcf22623e4f83faf0c853\"\u003e\u003ccode\u003ea073ecb\u003c/code\u003e\u003c/a\u003e Release: v1.30.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b84090bcbcd96eeaf4c78b6280b2ce2cea528288\"\u003e\u003ccode\u003eb84090b\u003c/code\u003e\u003c/a\u003e [Release] Consolidate the HF CLI skill sync into the release workflow (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4765\"\u003e#4765\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/176d4f378d49e699c811b18e21765ef5a1763c91\"\u003e\u003ccode\u003e176d4f3\u003c/code\u003e\u003c/a\u003e [CI] Disable auto close (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4800\"\u003e#4800\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/f0a5c6d08298760b2a030c4c5df608369632b7e1\"\u003e\u003ccode\u003ef0a5c6d\u003c/code\u003e\u003c/a\u003e [Inference Providers] Do not require the conversational tag for chat-completi...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/6a2eb09daf1f9258e7f69c1d50a870fdb7235742\"\u003e\u003ccode\u003e6a2eb09\u003c/code\u003e\u003c/a\u003e [Sandbox] Document experimental status (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4783\"\u003e#4783\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/94cb25dada381d14e54b16dcfe92436be244fca9\"\u003e\u003ccode\u003e94cb25d\u003c/code\u003e\u003c/a\u003e [CI] Fix torch_1.11 case-arm label to match renamed matrix entry (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4776\"\u003e#4776\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4cc16bc22402e2a540f60d05beb406921072a032\"\u003e\u003ccode\u003e4cc16bc\u003c/code\u003e\u003c/a\u003e [Download] A \u003ccode\u003eResolvedRevision\u003c/code\u003e only pins the repo it was resolved for (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4767\"\u003e#4767\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/1de481786c0440d6de2cea38bab4faa88612e821\"\u003e\u003ccode\u003e1de4817\u003c/code\u003e\u003c/a\u003e [Download] Follow redirects between Hub hosts when resolving files (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4739\"\u003e#4739\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/97655e88b1c1374b0576659c6a7ffe8c59cedfcb\"\u003e\u003ccode\u003e97655e8\u003c/code\u003e\u003c/a\u003e Align \u003ccode\u003ehf jobs scheduled ls\u003c/code\u003e filtering with \u003ccode\u003ehf jobs ls\u003c/code\u003e (\u003ccode\u003e--status\u003c/code\u003e/`--label...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.27.0...v1.30.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pyt...\n\n_Description has been truncated_","html_url":"https://github.com/forwis/vllm-jasl/pull/13","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/forwis%2Fvllm-jasl/issues/13","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/13/packages"}},{"old_version":"3.2.0","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-06T17:50:34.000Z","version_change":"3.2.0 → 3.3.2","issue":{"uuid":"5366645977","node_id":"PR_kwDOTjoS1M8AAAABCa98AQ","number":19,"state":"open","title":"Bump the minor-update group across 1 directory with 189 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the minor-update group with 189 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.2` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.1` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.25.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.22.0` | `1.30.0` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.6` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n| [helion](https://github.com/pytorch/helion) | `1.1.0` | `1.4.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.23.2\u003c/h2\u003e\n\u003cp\u003eThis is the last v0 release, we are moving to v1!!\u003c/p\u003e\n\u003cp\u003eMore details coming soon 👀\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate daachorse from 1.0.1 to 3.0.0 by \u003ca href=\"https://github.com/musicinmybrain\"\u003e\u003ccode\u003e@​musicinmybrain\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2050\"\u003ehuggingface/tokenizers#2050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCi test fixes by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2079\"\u003ehuggingface/tokenizers#2079\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid full vocab clone in get_vocab_size() by \u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin benchmark jobs to a larger dedicated runner by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2084\"\u003ehuggingface/tokenizers#2084\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: target benchmark runners by group, not nonexistent label by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2090\"\u003ehuggingface/tokenizers#2090\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBindings: acquire model read-lock once per call instead of per pre-token by \u003ca href=\"https://github.com/sebpop\"\u003e\u003ccode\u003e@​sebpop\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2072\"\u003ehuggingface/tokenizers#2072\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: split audit in a separate job by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2103\"\u003ehuggingface/tokenizers#2103\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: install libcairo on benchmark runners by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2100\"\u003ehuggingface/tokenizers#2100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efeat(ci): enable npm's trusted publisher for releases by \u003ca href=\"https://github.com/McPatate\"\u003e\u003ccode\u003e@​McPatate\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2111\"\u003ehuggingface/tokenizers#2111\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: bump pyo3 to version 0.29 by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2115\"\u003ehuggingface/tokenizers#2115\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eperf: add benchmarks for the \u003ccode\u003edecode\u003c/code\u003e API by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2099\"\u003ehuggingface/tokenizers#2099\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: cache HF test data and authenticate Hub downloads to avoid rate limits by \u003ca href=\"https://github.com/SBrandeis\"\u003e\u003ccode\u003e@​SBrandeis\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2102\"\u003ehuggingface/tokenizers#2102\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImplementing Parity-aware BPE by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMake doc builds faster by \u003ca href=\"https://github.com/mishig25\"\u003e\u003ccode\u003e@​mishig25\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2158\"\u003ehuggingface/tokenizers#2158\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump websocket-driver from 0.7.4 to 0.7.5 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2208\"\u003ehuggingface/tokenizers#2208\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump shell-quote from 1.8.3 to 1.10.0 in /tokenizers/examples/unstable_wasm/www by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2244\"\u003ehuggingface/tokenizers#2244\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore: remove stale examples (kills 50% of dependabot traffic) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2285\"\u003ehuggingface/tokenizers#2285\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): drop 8 unused devDependencies by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2286\"\u003ehuggingface/tokenizers#2286\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: pin every action to one SHA, drop stale audit suppressions by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2291\"\u003ehuggingface/tokenizers#2291\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(node): take node security alerts from 33 to 0 by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2287\"\u003ehuggingface/tokenizers#2287\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix(python): pin the ruff rule set so a ruff release can't redden main by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2292\"\u003ehuggingface/tokenizers#2292\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd a ParityBpeTrainer example and list it in the trainers API docs by \u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2217\"\u003ehuggingface/tokenizers#2217\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/eunseo9311\"\u003e\u003ccode\u003e@​eunseo9311\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/2074\"\u003ehuggingface/tokenizers#2074\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cimeister\"\u003e\u003ccode\u003e@​cimeister\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/pull/1974\"\u003ehuggingface/tokenizers#1974\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\"\u003ehttps://github.com/huggingface/tokenizers/compare/v0.23.1...v0.23.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/88a4498ad4ea1a9487b0a9b0ff881383fd5a06a3\"\u003e\u003ccode\u003e88a4498\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/e4ea65f27057e593656ff1335b95afe2e552b88d\"\u003e\u003ccode\u003ee4ea65f\u003c/code\u003e\u003c/a\u003e real release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c5964b4afae7b710d254eacd5a9fa180ba2cfef\"\u003e\u003ccode\u003e7c5964b\u003c/code\u003e\u003c/a\u003e add lock\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bc405ad60991a0639f8b09b40f13f91c38e50e87\"\u003e\u003ccode\u003ebc405ad\u003c/code\u003e\u003c/a\u003e push rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/d5827816baedcbf1cb5b452dea8048150b6872df\"\u003e\u003ccode\u003ed582781\u003c/code\u003e\u003c/a\u003e Add a ParityBpeTrainer example and list it in the trainers API docs (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2217\"\u003e#2217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/447890f84deab25794ccfdee2a877901b6893569\"\u003e\u003ccode\u003e447890f\u003c/code\u003e\u003c/a\u003e fix(python): pin the ruff rule set so a ruff release can't redden main (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2292\"\u003e#2292\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/68b3ab7788b58408f37a3dc73eeabf2417d14c22\"\u003e\u003ccode\u003e68b3ab7\u003c/code\u003e\u003c/a\u003e chore(node): take node security alerts from 33 to 0 (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2287\"\u003e#2287\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/74ef81f64e6d1cd4979c56d7d75f3ce21ba11992\"\u003e\u003ccode\u003e74ef81f\u003c/code\u003e\u003c/a\u003e ci: pin every action to one SHA, drop stale audit suppressions (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2291\"\u003e#2291\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b26727f1a92cdf727cd965fc1c467a7c77c63aae\"\u003e\u003ccode\u003eb26727f\u003c/code\u003e\u003c/a\u003e chore(node): drop 8 unused devDependencies (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2286\"\u003e#2286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7c7cfd838fb79e76aaba6b0931898073a784fb2a\"\u003e\u003ccode\u003e7c7cfd8\u003c/code\u003e\u003c/a\u003e chore: remove stale examples (kills 50% of dependabot traffic) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2285\"\u003e#2285\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resourc...\n\n_Description has been truncated_","html_url":"https://github.com/codesque16/vllm_fork_testing/pull/19","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesque16%2Fvllm_fork_testing/issues/19","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/19/packages"}},{"old_version":"3.2.5","new_version":"3.3.2","update_type":"minor","path":null,"pr_created_at":"2026-09-06T11:52:35.000Z","version_change":"3.2.5 → 3.3.2","issue":{"uuid":"5364774833","node_id":"PR_kwDOQd8Gdc8AAAABCZkGIA","number":523,"state":"open","title":"chore(deps): Bump the minor-and-patch group across 1 directory with 51 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Bump","group_name":"minor-and-patch","update_count":51,"packages":[{"name":"aenum","old_version":"3.1.16","new_version":"3.1.17","repository_url":"https://github.com/ethanfurman/aenum"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.7.1","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"altair","old_version":"6.0.0","new_version":"6.2.2","repository_url":"https://github.com/vega/altair"},{"name":"annotated-doc","old_version":"0.0.4","new_version":"0.0.5","repository_url":"https://github.com/fastapi/annotated-doc"},{"name":"annotated-types","old_version":"0.7.0","new_version":"0.8.0","repository_url":"https://github.com/annotated-types/annotated-types"},{"name":"anyio","old_version":"4.12.0","new_version":"4.15.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"cffi","old_version":"2.0.0","new_version":"2.1.1","repository_url":"https://github.com/python-cffi/cffi"},{"name":"charset-normalizer","old_version":"3.4.4","new_version":"3.5.1","repository_url":"https://github.com/jawah/charset_normalizer"},{"name":"click","old_version":"8.3.3","new_version":"8.5.0","repository_url":"https://github.com/pallets/click"},{"name":"cryptography","old_version":"50.0.0","new_version":"50.0.1","repository_url":"https://github.com/pyca/cryptography"},{"name":"fonttools","old_version":"4.61.0","new_version":"4.64.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"google-api-python-client","old_version":"2.187.0","new_version":"2.200.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"google-auth","old_version":"2.41.1","new_version":"2.57.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-httplib2","old_version":"0.2.1","new_version":"0.4.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-oauthlib","old_version":"1.2.3","new_version":"1.4.1","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"idna","old_version":"3.18","new_version":"3.19","repository_url":"https://github.com/kjd/idna"},{"name":"jsonschema","old_version":"4.25.1","new_version":"4.26.0","repository_url":"https://github.com/python-jsonschema/jsonschema"},{"name":"kiwisolver","old_version":"1.4.9","new_version":"1.5.1","repository_url":"https://github.com/nucleic/kiwi"},{"name":"line-bot-sdk","old_version":"3.21.0","new_version":"3.25.0","repository_url":"https://github.com/line/line-bot-sdk-python"},{"name":"lxml","old_version":"6.1.0","new_version":"6.1.3","repository_url":"https://github.com/lxml/lxml"},{"name":"multidict","old_version":"6.7.0","new_version":"6.7.1","repository_url":"https://github.com/aio-libs/multidict"},{"name":"narwhals","old_version":"2.13.0","new_version":"2.25.0","repository_url":"https://github.com/narwhals-dev/narwhals"},{"name":"numpy","old_version":"2.2.6","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"platformdirs","old_version":"4.5.0","new_version":"4.11.7","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"pydantic","old_version":"2.12.5","new_version":"2.13.5","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.41.5","new_version":"2.48.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydeck","old_version":"0.9.1","new_version":"0.9.3","repository_url":"https://github.com/visgl/deck.gl"},{"name":"pygments","old_version":"2.20.0","new_version":"2.21.0","repository_url":"https://github.com/pygments/pygments"},{"name":"pyparsing","old_version":"3.2.5","new_version":"3.3.2","repository_url":"https://github.com/pyparsing/pyparsing"},{"name":"pypdfium2","old_version":"5.1.0","new_version":"5.13.0","repository_url":"https://github.com/pypdfium2-team/pypdfium2"},{"name":"python-dotenv","old_version":"1.2.2","new_version":"1.2.3","repository_url":"https://github.com/theskumar/python-dotenv"},{"name":"requests","old_version":"2.33.0","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"soupsieve","old_version":"2.8.4","new_version":"2.9.2","repository_url":"https://github.com/facelessuser/soupsieve"},{"name":"streamlit","old_version":"1.54.0","new_version":"1.63.0","repository_url":"https://github.com/streamlit/streamlit"},{"name":"tenacity","old_version":"9.1.2","new_version":"9.1.4","repository_url":"https://github.com/jd/tenacity"},{"name":"tqdm","old_version":"4.67.1","new_version":"4.70.0","repository_url":"https://github.com/tqdm/tqdm"},{"name":"typing-inspection","old_version":"0.4.2","new_version":"0.4.4","repository_url":"https://github.com/pydantic/typing-inspection"},{"name":"typing-extensions","old_version":"4.15.0","new_version":"4.16.0","repository_url":"https://github.com/python/typing_extensions"},{"name":"uvicorn","old_version":"0.38.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"wrapt","old_version":"2.0.1","new_version":"2.4.0","repository_url":"https://github.com/GrahamDumpleton/wrapt"},{"name":"yarl","old_version":"1.22.0","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"pytest","old_version":"9.0.3","new_version":"9.1.1","repository_url":"https://github.com/pytest-dev/pytest"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"httpx2","old_version":"2.10.0","new_version":"2.12.0","repository_url":"https://github.com/pydantic/httpx2"},{"name":"pytest-cov","old_version":"7.0.0","new_version":"7.1.0","repository_url":"https://github.com/pytest-dev/pytest-cov"},{"name":"hypothesis","old_version":"6.145.1","new_version":"6.167.1","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"ruff","old_version":"0.14.4","new_version":"0.16.5","repository_url":"https://github.com/astral-sh/ruff"},{"name":"bandit","old_version":"1.9.2","new_version":"1.9.4","repository_url":"https://github.com/PyCQA/bandit"},{"name":"pip-audit","old_version":"2.9.0","new_version":"2.10.1","repository_url":"https://github.com/pypa/pip-audit"}],"path":null,"ecosystem":"pip"},"body":"Bumps the minor-and-patch group with 51 updates in the /MY_HOME_SYSTEM directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [aenum](https://github.com/ethanfurman/aenum) | `3.1.16` | `3.1.17` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [altair](https://github.com/vega/altair) | `6.0.0` | `6.2.2` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.0` | `4.15.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.4` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.3.3` | `8.5.0` |\n| [cryptography](https://github.com/pyca/cryptography) | `50.0.0` | `50.0.1` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.61.0` | `4.64.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.187.0` | `2.200.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.41.1` | `2.57.0` |\n| [google-auth-httplib2](https://github.com/googleapis/google-cloud-python) | `0.2.1` | `0.4.2` |\n| [google-auth-oauthlib](https://github.com/googleapis/google-cloud-python) | `1.2.3` | `1.4.1` |\n| [idna](https://github.com/kjd/idna) | `3.18` | `3.19` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.1` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.9` | `1.5.1` |\n| [line-bot-sdk](https://github.com/line/line-bot-sdk-python) | `3.21.0` | `3.25.0` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.7.0` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.13.0` | `2.25.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.2.6` | `2.4.6` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.5.0` | `4.11.7` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.5` | `2.13.5` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.5` | `2.48.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.5` | `3.3.2` |\n| [pypdfium2](https://github.com/pypdfium2-team/pypdfium2) | `5.1.0` | `5.13.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.2.2` | `1.2.3` |\n| [requests](https://github.com/psf/requests) | `2.33.0` | `2.34.2` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.4` | `2.9.2` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tenacity](https://github.com/jd/tenacity) | `9.1.2` | `9.1.4` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.1` | `4.70.0` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.38.0` | `0.52.4` |\n| [wrapt](https://github.com/GrahamDumpleton/wrapt) | `2.0.1` | `2.4.0` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.22.0` | `1.24.5` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [httpx2](https://github.com/pydantic/httpx2) | `2.10.0` | `2.12.0` |\n| [pytest-cov](https://github.com/pytest-dev/pytest-cov) | `7.0.0` | `7.1.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.145.1` | `6.167.1` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.14.4` | `0.16.5` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.9.2` | `1.9.4` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.9.0` | `2.10.1` |\n\n\nUpdates `aenum` from 3.1.16 to 3.1.17\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f0f6fd8e2ac0bb379eb11f6029023d2bad88732a\"\u003e\u003ccode\u003ef0f6fd8\u003c/code\u003e\u003c/a\u003e version 3.1.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/60c5641a7c0525ae812c9674330c3634bd852e69\"\u003e\u003ccode\u003e60c5641\u003c/code\u003e\u003c/a\u003e remove duplicate function\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/e463496bd4a485f92f34eec37b7b73aedef10405\"\u003e\u003ccode\u003ee463496\u003c/code\u003e\u003c/a\u003e fix global_flag_repr\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f6510625e7cf7e7291d3b1b12e0bb341467e6f27\"\u003e\u003ccode\u003ef651062\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/ethanfurman/aenum/compare/3.1.16...3.1.17\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohappyeyeballs` from 2.6.1 to 2.7.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/releases\"\u003eaiohappyeyeballs's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance Improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/239\"\u003e#239\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/227\"\u003e#227\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/229\"\u003e#229\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/226\"\u003e#226\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.7.0...v2.7.1\"\u003ev2.7.0...v2.7.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Python 3.14 support (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/224\"\u003e#224\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.2...v2.7.0\"\u003ev2.6.2...v2.7.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/222\"\u003e#222\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/185\"\u003e#185\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/221\"\u003e#221\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.6.2\"\u003ev2.6.1...v2.6.2\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/blob/main/CHANGELOG.md\"\u003eaiohappyeyeballs's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd python 3.14 support (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/4dfc926e30eea8d24c1a71602d73c0e9a895c191\"\u003e\u003ccode\u003e4dfc926\u003c/code\u003e\u003c/a\u003e 2.7.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e perf: use defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/239\"\u003e#239\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/338277badfb25fc38759ce38ab9ea2c20ec1bfff\"\u003e\u003ccode\u003e338277b\u003c/code\u003e\u003c/a\u003e chore: stop tracking .DS_Store files (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/16978694944ed7fb5e7b49a173160144ccac45bc\"\u003e\u003ccode\u003e1697869\u003c/code\u003e\u003c/a\u003e ci: add codspeed benchmark suite for addrinfo reordering hot paths (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/d40a848cd2262b435242646fa8e220300bcd6952\"\u003e\u003ccode\u003ed40a848\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump starlette from 1.0.1 to 1.3.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/242\"\u003e#242\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/51d42669b2b94a78c6d4bd059e449b8ef51c6646\"\u003e\u003ccode\u003e51d4266\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump cryptography from 46.0.7 to 48.0.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/243\"\u003e#243\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/2df44b3987d3c887a8493ba19259c63588226d6c\"\u003e\u003ccode\u003e2df44b3\u003c/code\u003e\u003c/a\u003e chore(pre-commit.ci): pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/241\"\u003e#241\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/3e3cb615f00bfb4d29c30e0c86c897f4de8fb02d\"\u003e\u003ccode\u003e3e3cb61\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump pytest from 9.0.3 to 9.1.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/244\"\u003e#244\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/922dcd79a66d67fdd98a5f9b7587c4f8cda44653\"\u003e\u003ccode\u003e922dcd7\u003c/code\u003e\u003c/a\u003e chore(deps-ci): bump the github-actions group with 4 updates (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/245\"\u003e#245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/70461c583a8cf3c6fa85b8c48b8e4b576cee8083\"\u003e\u003ccode\u003e70461c5\u003c/code\u003e\u003c/a\u003e ci: drop .github/FUNDING.yml to inherit org-wide config (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/247\"\u003e#247\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.7.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `altair` from 6.0.0 to 6.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/vega/altair/releases\"\u003ealtair's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.2.2\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Avoid layered concat view name collisions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4066\"\u003evega/altair#4066\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: Include layered concat views in selection params by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4069\"\u003evega/altair#4069\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003edocs: Add an Andrews curves example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Add an interactive bin-size example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4050\"\u003evega/altair#4050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Validate docs publish clone by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4064\"\u003evega/altair#4064\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Fix broken example and sync with VL by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4010\"\u003evega/altair#4010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Make warning for doc preview page more prominent by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4048\"\u003evega/altair#4048\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Check uv lockfile by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4052\"\u003evega/altair#4052\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Run docs build only for docs-related changes and don't duplicate builds on PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4053\"\u003evega/altair#4053\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Update dependencies from dependabot alerts by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4055\"\u003evega/altair#4055\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Upload docs build artifact for PR preview by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4056\"\u003evega/altair#4056\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Reduce dependabot PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4028\"\u003evega/altair#4028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Correctly resolve docbuild worflow number from PR number by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4060\"\u003evega/altair#4060\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Group major GitHub Actions updates by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4061\"\u003evega/altair#4061\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Rename docbuild job from 'build' to 'docbuild' by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4062\"\u003evega/altair#4062\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Schedule release drafts twice monthly by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4057\"\u003evega/altair#4057\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Publish official docs after release is published by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4054\"\u003evega/altair#4054\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Document how local versioning works and add base tag by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4051\"\u003evega/altair#4051\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Disambiguate workflow naming by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4063\"\u003evega/altair#4063\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: enable partial Python 3.14t coverage by \u003ca href=\"https://github.com/axelray-dev\"\u003e\u003ccode\u003e@​axelray-dev\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4038\"\u003evega/altair#4038\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.1...v6.2.2\"\u003ehttps://github.com/vega/altair/compare/v6.2.1...v6.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.1\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Write dataset cache files atomically by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4034\"\u003evega/altair#4034\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Prevent uv from dirtying worktree during publish by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4045\"\u003evega/altair#4045\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Clarify release review instructions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4046\"\u003evega/altair#4046\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.0...v6.2.1\"\u003ehttps://github.com/vega/altair/compare/v6.2.0...v6.2.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThis is the first release in an effort to have smaller, more frequent releases going forward. By making the release process more convenient, we aim to more quickly push out fixes and features that already landed on the main branch to a released version of Altair.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/a9765713566095349cb1cfbbe85d6ad258c84245\"\u003e\u003ccode\u003ea976571\u003c/code\u003e\u003c/a\u003e fix: Include layered concat views in selection params (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4069\"\u003e#4069\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/432157b2304e0e30d89167ab26d1f7987f615a31\"\u003e\u003ccode\u003e432157b\u003c/code\u003e\u003c/a\u003e fix: Avoid layered concat view name collisions (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4066\"\u003e#4066\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/b875b95a24ee20f8e5665a730ee6d80cb6d55348\"\u003e\u003ccode\u003eb875b95\u003c/code\u003e\u003c/a\u003e docs: Fix a broken example and sync another one with VL (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4010\"\u003e#4010\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/7b289f9adf07d960f94620ef02c33b8f400f4948\"\u003e\u003ccode\u003e7b289f9\u003c/code\u003e\u003c/a\u003e ci: Enable partial Python 3.14t coverage (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4038\"\u003e#4038\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/105ff2b4957651bf4cf55e4e2586705fa02ddfe7\"\u003e\u003ccode\u003e105ff2b\u003c/code\u003e\u003c/a\u003e docs: Validate docs publish clone (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4064\"\u003e#4064\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/c82dd2e4af3bcd06ee4909cc38135d1b7f92c3dd\"\u003e\u003ccode\u003ec82dd2e\u003c/code\u003e\u003c/a\u003e ci: Disambiguate workflow naming (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4063\"\u003e#4063\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/624bee9705b345961c9b225d39562a10068461af\"\u003e\u003ccode\u003e624bee9\u003c/code\u003e\u003c/a\u003e docs: Add an interactive bin-size example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4050\"\u003e#4050\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/3b1acf676a1a61d9df8d1ded2393dfde49587cae\"\u003e\u003ccode\u003e3b1acf6\u003c/code\u003e\u003c/a\u003e docs: Add an Andrews curves example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4049\"\u003e#4049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/edea5f64e7e893315e2050672058f86657b28201\"\u003e\u003ccode\u003eedea5f6\u003c/code\u003e\u003c/a\u003e ci: Document how local versioning works and add base tag (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4051\"\u003e#4051\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/f8b4337e1355ca229d1e2e9645e89b6ec1a7a41c\"\u003e\u003ccode\u003ef8b4337\u003c/code\u003e\u003c/a\u003e ci: Publish official docs after release is published (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4054\"\u003e#4054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/vega/altair/compare/v6.0.0...v6.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-doc` from 0.0.4 to 0.0.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/releases\"\u003eannotated-doc's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.27 to 0.0.33. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/52\"\u003e#52\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/blob/main/release-notes.md\"\u003eannotated-doc's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5 (2026-07-28)\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef48d6ad51d226f772fd9c5284f55199afe4007c\"\u003e\u003ccode\u003eef48d6a\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.0.5 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/93\"\u003e#93\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/c628000835a26f6bc8c776f90bcbcf95211f233b\"\u003e\u003ccode\u003ec628000\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/e0b4579d2ad8d62a304c9f30a1c2c084f0d372e5\"\u003e\u003ccode\u003ee0b4579\u003c/code\u003e\u003c/a\u003e ➖ Drop support for Python 3.8 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/36\"\u003e#36\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef956b4e9f2c0e2bead1cba7a6888e1ed8c2c237\"\u003e\u003ccode\u003eef956b4\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/84bf1e5402c5e0cfd1462c5d3c8bae22fb717bd8\"\u003e\u003ccode\u003e84bf1e5\u003c/code\u003e\u003c/a\u003e ⬆️ Upgrade latest-changes to 0.7.1 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cf773e138b1dc5608ce0f0d11e1939c410ef6228\"\u003e\u003ccode\u003ecf773e1\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/1375d6eb8147cb2352d080ef09f356dfc18e0d29\"\u003e\u003ccode\u003e1375d6e\u003c/code\u003e\u003c/a\u003e ⬆ Bump the github-actions group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/91\"\u003e#91\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cd373656cbf40e5fd4cc28680ca5e05bf12709cb\"\u003e\u003ccode\u003ecd37365\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/f9f3b695cbacc4ffc37d9cebff6e05bd1751f68a\"\u003e\u003ccode\u003ef9f3b69\u003c/code\u003e\u003c/a\u003e ⬆ Bump the python-packages group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/842084457f0a7739fb91d2a4ea602b2bc4e15767\"\u003e\u003ccode\u003e8420844\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/annotated-doc/compare/0.0.4...0.0.5\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-types` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/annotated-types/annotated-types/releases\"\u003eannotated-types's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRename DocInfo to Doc by \u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.13 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix docstring of \u003ccode\u003eTimezone\u003c/code\u003e by \u003ca href=\"https://github.com/Viicos\"\u003e\u003ccode\u003e@​Viicos\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/84\"\u003eannotated-types/annotated-types#84\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUpdate license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) by \u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: typo in README.md by \u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd CI for PyPy3.11 and fix test (issue 71) by \u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix string predicate names in doc by \u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd SPDX license expression by \u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdded Python 3.14 to the test matrix by \u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8-3.9 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/97\"\u003eannotated-types/annotated-types#97\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typo in \u003ccode\u003eLen\u003c/code\u003e docstring by \u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrepare for 0.8.0 release by \u003ca href=\"https://github.com/adriangb\"\u003e\u003ccode\u003e@​adriangb\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/103\"\u003eannotated-types/annotated-types#103\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ehttps://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/9eb96680138269811a39d838d720abc3dce33954\"\u003e\u003ccode\u003e9eb9668\u003c/code\u003e\u003c/a\u003e Prepare for 0.8.0 release (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/10b77644f88b385357653730a1ab23748ca3ae2e\"\u003e\u003ccode\u003e10b7764\u003c/code\u003e\u003c/a\u003e Fix typo in \u003ccode\u003eLen\u003c/code\u003e docstring (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/100\"\u003e#100\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/955f7576d616feb6e9407c74498517787c38afd4\"\u003e\u003ccode\u003e955f757\u003c/code\u003e\u003c/a\u003e Add support for Python 3.14 and drop EOL 3.8-3.9 (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/97\"\u003e#97\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/bd280fea7983550d266f993d868b8dd7ff822bf1\"\u003e\u003ccode\u003ebd280fe\u003c/code\u003e\u003c/a\u003e Added Python 3.14 to the test matrix (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/96\"\u003e#96\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/a471bb757663452459893e6f593118ec21eb1b9e\"\u003e\u003ccode\u003ea471bb7\u003c/code\u003e\u003c/a\u003e Add SPDX license expression (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/eab91d9a8c0d3f73661fc4b0794a1fe76c94fa84\"\u003e\u003ccode\u003eeab91d9\u003c/code\u003e\u003c/a\u003e Fix string predicate names in doc (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/03ad9c3c7b4d4dfe9e33c09075a3a2766c0820e1\"\u003e\u003ccode\u003e03ad9c3\u003c/code\u003e\u003c/a\u003e add CI for PyPy3.11 and fix test (issue 71) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/88\"\u003e#88\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/5ae60437f0ab493cedd27311bc6ce6d2188e8d8b\"\u003e\u003ccode\u003e5ae6043\u003c/code\u003e\u003c/a\u003e fix: typo in README.md (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/87\"\u003e#87\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/b60ad7bff90019c7de3547df1c8e3586eb328423\"\u003e\u003ccode\u003eb60ad7b\u003c/code\u003e\u003c/a\u003e Update license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/86\"\u003e#86\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/3fbeb6d129760ae48d7a0372fb9301764acc95ae\"\u003e\u003ccode\u003e3fbeb6d\u003c/code\u003e\u003c/a\u003e Fix docstring of \u003ccode\u003eTimezone\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/84\"\u003e#84\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anyio` from 4.12.0 to 4.15.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.15.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for the newer keyword-only arguments on \u003ccode\u003eanyio.Path\u003c/code\u003e methods to match the standard library \u003ccode\u003epathlib.Path\u003c/code\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eexists()\u003c/code\u003e (Python 3.12+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_dir()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_file()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eowner()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003egroup()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003enewline\u003c/code\u003e on \u003ccode\u003eread_text()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e(\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1286\"\u003e#1286\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1293\"\u003e#1293\u003c/a\u003e; PR by \u003ca href=\"https://github.com/jaideeppyne\"\u003e\u003ccode\u003e@​jaideeppyne\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eamap\u003c/code\u003e, \u003ccode\u003egather\u003c/code\u003e, and \u003ccode\u003eas_completed\u003c/code\u003e utility functions to simplify common patterns (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1173\"\u003e#1173\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003e--anyio-mode\u003c/code\u003e command-line option as an alternative to the \u003ccode\u003eanyio_mode\u003c/code\u003e ini setting, and fix the pytest plugin's auto mode detection to recognize the mode when set via either mechanism(e.g: \u003ccode\u003epytest_asyncio\u003c/code\u003e). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1242\"\u003e#1242\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003eanyio.Future\u003c/code\u003e synchronization primitive which behaves similar to \u003ccode\u003easyncio.Future\u003c/code\u003e, allowing tasks to wait for a value (or exception) from another task (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1146\"\u003e#1146\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Vizonex\"\u003e\u003ccode\u003e@​Vizonex\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded guidance for managing multiple memory object stream producers and consumers with cloned streams (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/330\"\u003e#330\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nightcityblade\"\u003e\u003ccode\u003e@​nightcityblade\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eStapledObjectStream.send_nowait()\u003c/code\u003e that delegates to the underlying \u003ccode\u003eObjectSendStream\u003c/code\u003e, if it implements it (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1241\"\u003e#1241\u003c/a\u003e; PR by \u003ca href=\"https://github.com/davidbrochart\"\u003e\u003ccode\u003e@​davidbrochart\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003emove_on_at()\u003c/code\u003e and \u003ccode\u003efail_at()\u003c/code\u003e functions to complement \u003ccode\u003emove_on_after()\u003c/code\u003e and \u003ccode\u003efail_after()\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the default name for a task spawned with \u003ccode\u003eTaskGroup.create_task(func())\u003c/code\u003e to match the default task name for the analogous task spawned with \u003ccode\u003eTaskGroup.start_soon(func)\u003c/code\u003e or \u003ccode\u003eTaskGroup.start(func)\u003c/code\u003e in more situations. Previously, the default name of a \u003ccode\u003eTaskGroup.create_task\u003c/code\u003e task never included the module name. (The default name for a task spawned with \u003ccode\u003eTaskGroup.start_soon\u003c/code\u003e or \u003ccode\u003eTaskGroup.start\u003c/code\u003e typically includes the module name.) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1234\"\u003e#1234\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the \u003ccode\u003eanyio\u003c/code\u003e and \u003ccode\u003eanyio.abc\u003c/code\u003e modules to lazily (much like \u003ccode\u003e810\u003c/code\u003e) import the necessary submodules. This is done by parsing the AST of the module and building a lookup table from the \u003ccode\u003eif TYPE_CHECKING:\u003c/code\u003e block. A fallback mode has been provided for installations where the source code is unavailable (e.g. PyInstaller). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1169\"\u003e#1169\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed free-threading compatibility issues arising from the fact that on Python 3.14 free-threading builds, newly created threads inherit the current context by default, causing AnyIO to behave erroneously in relation to \u003ccode\u003estart_blocking_portal()\u003c/code\u003e and \u003ccode\u003eanyio.to_thread.run_sync()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1224\"\u003e#1224\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eSpooledTemporaryFile.readinto()\u003c/code\u003e and \u003ccode\u003ereadinto1()\u003c/code\u003e reading twice before rollover, so the destination buffer was overwritten by the second read and the file position advanced twice, silently losing data (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1215\"\u003e#1215\u003c/a\u003e; PR by \u003ca href=\"https://github.com/c-tonneslan\"\u003e\u003ccode\u003e@​c-tonneslan\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded a \u003ccode\u003ereason\u003c/code\u003e parameter to \u003ccode\u003efail_after\u003c/code\u003e (and the new \u003ccode\u003efail_at\u003c/code\u003e) allowing for added exception context when raising \u003ccode\u003eTimeoutError\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1227\"\u003e#1227\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the default \u003ccode\u003eTaskHandle.name\u003c/code\u003e missing part of the task name for tasks started with \u003ccode\u003eTaskGroup.start\u003c/code\u003e on Trio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1231\"\u003e#1231\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.run\u003c/code\u003e leaking, or at least, delaying collection of loop and root_task due to the root task being cached in a \u003ccode\u003eRunVar\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1203\"\u003e#1203\u003c/a\u003e; PR by \u003ca href=\"https://github.com/tapetersen\"\u003e\u003ccode\u003e@​tapetersen\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.Path.with_stem()\u003c/code\u003e silently producing a wrong path (e.g. \u003ccode\u003ePath(\u0026quot;.txt\u0026quot;)\u003c/code\u003e) instead of raising \u003ccode\u003eValueError\u003c/code\u003e when given an empty stem on a path with a non-empty suffix, unlike \u003ccode\u003epathlib.PurePath.with_stem\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1200\"\u003e#1200\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Sanjays2402\"\u003e\u003ccode\u003e@​Sanjays2402\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eUNIXSocketStream.aclose()\u003c/code\u003e raising \u003ccode\u003easyncio.InvalidStateError\u003c/code\u003e when a concurrent receive or send operation had just been cancelled on the asyncio backend (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1267\"\u003e#1267\u003c/a\u003e; PR by \u003ca href=\"https://github.com/alloutflo\"\u003e\u003ccode\u003e@​alloutflo\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the pytest plugin importing the deprecated \u003ccode\u003e_pytest.python.CallSpec2\u003c/code\u003e alias, which triggers \u003ccode\u003ePytestRemovedIn10Warning\u003c/code\u003e on \u003ccode\u003epytest\u0026gt;=9.2\u003c/code\u003e and crashes pytest at startup when \u003ccode\u003efilterwarnings = error\u003c/code\u003e is configured (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1271\"\u003e#1271\u003c/a\u003e; PR by \u003ca href=\"https://github.com/matthewfeickert\"\u003e\u003ccode\u003e@​matthewfeickert\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed an asyncio worker thread race that could raise \u003ccode\u003eRuntimeError\u003c/code\u003e when the event loop closed between checking its state and scheduling the worker result (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1265\"\u003e#1265\u003c/a\u003e; PR by \u003ca href=\"https://github.com/hansu650\"\u003e\u003ccode\u003e@​hansu650\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens when \u003ccode\u003etotal_tokens\u003c/code\u003e was raised while the limiter was over-subscribed (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1223\"\u003e#1223\u003c/a\u003e; PR by \u003ca href=\"https://github.com/zelinewang\"\u003e\u003ccode\u003e@​zelinewang\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed asyncio task groups leaking unawaited coroutines when a custom task constructor fails; default task creation is unaffected (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1274\"\u003e#1274\u003c/a\u003e; PR by \u003ca href=\"https://github.com/dsfaccini\"\u003e\u003ccode\u003e@​dsfaccini\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/928366259543412a2deb1e2ba09ea45ffa92ef4f\"\u003e\u003ccode\u003e9283662\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/d137692a90f76e4f71605e32ea5ca94cab3a539d\"\u003e\u003ccode\u003ed137692\u003c/code\u003e\u003c/a\u003e Improved the instructions for AI agents\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/033fc52b8fa8e90c5d0ef24b10b3860e974a6265\"\u003e\u003ccode\u003e033fc52\u003c/code\u003e\u003c/a\u003e Shield TemporaryDirectory cleanup from cancellation (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1304\"\u003e#1304\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/942e9a6552cc10b5aaa779d84bfc8e2c3d5fcffc\"\u003e\u003ccode\u003e942e9a6\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1305\"\u003e#1305\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b825c3be7cb4ca1a8000b8065d4e147843deb704\"\u003e\u003ccode\u003eb825c3b\u003c/code\u003e\u003c/a\u003e Fixed pyproject.toml changes not triggering the test suite\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/9727dc504681e2986b5bc285de9571fb467539af\"\u003e\u003ccode\u003e9727dc5\u003c/code\u003e\u003c/a\u003e Fixed start inconsistencies between trio and asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1198\"\u003e#1198\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b05fe6d160a640355c201363cab286a7d2581da8\"\u003e\u003ccode\u003eb05fe6d\u003c/code\u003e\u003c/a\u003e Fixed wrong type in move_on_after (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1297\"\u003e#1297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44d0c93cc20079acbf38ba4dbed5ab9df323f153\"\u003e\u003ccode\u003e44d0c93\u003c/code\u003e\u003c/a\u003e Fixed asyncio task group coroutine cleanup (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1275\"\u003e#1275\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/ae250440c90020b030ba4e83cccc37e9a84512c5\"\u003e\u003ccode\u003eae25044\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6d3a30d264637374b1b642d2e97217c816151cfe\"\u003e\u003ccode\u003e6d3a30d\u003c/code\u003e\u003c/a\u003e Add follow_symlinks argument to anyio.Path.owner() and group() (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1293\"\u003e#1293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.12.0...4.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `cffi` from 2.0.0 to 2.1.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-cffi/cffi/releases\"\u003ecffi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.1.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMinimize internal Python API usage for interpreter and thread state sampling where possible. Avoids breaking ABI change in Python \u0026gt;= 3.15.0b4 (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/pull/269\"\u003epython-cffi/cffi#269\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\"\u003ehttps://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.1.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdded support for Python 3.15 and support for C extensions generated by CFFI\nto target the new \u003ccode\u003eabi3t\u003c/code\u003e free-threaded ABI.\u003c/li\u003e\n\u003cli\u003eDropped support for Python 3.9.\u003c/li\u003e\n\u003cli\u003eAdded \u003ccode\u003ecffi-gen-src\u003c/code\u003e CLI to generate CFFI C extension source for alternate build backend support.\u003c/li\u003e\n\u003cli\u003eFixed crashes inside \u003ccode\u003e__delitem__\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eFixed \u0026quot;string too big\u0026quot; error under MSVC.\u003c/li\u003e\n\u003cli\u003eFixed mingw builds.\u003c/li\u003e\n\u003cli\u003eAdded support for arm64 iOS wheels.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/fd33e7700f0ebafe6f30bd5053f13327221b77a2\"\u003e\u003ccode\u003efd33e77\u003c/code\u003e\u003c/a\u003e New release 2.1.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/56a7876b8cd3b2d8148233a90e0121d74cd83852\"\u003e\u003ccode\u003e56a7876\u003c/code\u003e\u003c/a\u003e Use PyGILState_Ensure to avoid accessing CPython internals (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/269\"\u003e#269\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/270\"\u003e#270\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/d9f6f70adac5ca9f260abf5405cf4d0373767b65\"\u003e\u003ccode\u003ed9f6f70\u003c/code\u003e\u003c/a\u003e New release 2.1.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/02a7b0e32db93964b9756537110119d74aa23425\"\u003e\u003ccode\u003e02a7b0e\u003c/code\u003e\u003c/a\u003e Misc pre-2.1 release/packaging cleanup (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/253\"\u003e#253\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/1362e5ddc5417f1350200d4d6183c3eb3da9cc8d\"\u003e\u003ccode\u003e1362e5d\u003c/code\u003e\u003c/a\u003e Move cffi-gen-src release note to 2.1.0 notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a797055125e049fd79483d0dcdf8cff59c64c6e4\"\u003e\u003ccode\u003ea797055\u003c/code\u003e\u003c/a\u003e Make error message when embedding version test fails more friendly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/f1f40a8e1667b9ef6cf8fe3c451829408feab018\"\u003e\u003ccode\u003ef1f40a8\u003c/code\u003e\u003c/a\u003e Update changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/dc62c93af7be7c535dc17f621de2bfc99490d3bd\"\u003e\u003ccode\u003edc62c93\u003c/code\u003e\u003c/a\u003e Delete missed cp39 Windows builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a34118009e64a7fed8ea49bdbad4d6a07494bb4f\"\u003e\u003ccode\u003ea341180\u003c/code\u003e\u003c/a\u003e Update version numbers to prepare for v2.1 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/9f04d8506a6c7186dc3be7316f21aab042e075cb\"\u003e\u003ccode\u003e9f04d85\u003c/code\u003e\u003c/a\u003e Mark test using inet_ntoa as thread-unsafe\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.0.0...v2.1.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.4 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e 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the minor-update group with 190 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.26.0` | `1.29.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.1` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.0` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [lk-moe](https://github.com/guqiong96/Lvllm) | `2.3.3` | `2.4.1` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.14.1` | `4.15.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.49.2` | `0.50.2` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.87` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.87` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.1` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.25.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hf-xet](https://github.com/huggingface/xet-core) | `1.5.1` | `1.6.0` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.53.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.4` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.26.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.26.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch2\u003e⚡ Performance — measured locally on this Mac, not lifted from PRs\u003c/h2\u003e\n\u003cp\u003eRun with \u003ccode\u003ecargo bench --bench \u0026lt;name\u0026gt; -- --save-baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.22.2\u003c/code\u003e, then \u003ccode\u003e--baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.23.1\u003c/code\u003e. Numbers are point-in-time wall clock on a single laptop; relative deltas are what matters, absolute numbers will differ on CI hardware.\u003c/p\u003e\n\u003ch3\u003eAdded-vocabulary deserialize — the headline win (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1999\"\u003e#1999\u003c/a\u003e)\u003c/h3\u003e\n\u003cp\u003e\u003ccode\u003ebench: improve added_vocab_deserialize to reflect real-world workloads\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2000\"\u003e#2000\u003c/a\u003e) is now representative of how transformers actually loads tokenizer.json files. The combined effect of \u003ccode\u003edaachorse\u003c/code\u003e for the matching automaton plus the normalize-on-insert refactor is enormous on this workload:\u003c/p\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~410 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e248 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.1 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e273 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~395 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e235 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.4 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e290 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e400k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~15 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e980 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−94%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eReal-world impact: loading a Llama-3-style tokenizer with a large set of added tokens dropped from \u0026quot;noticeable pause\u0026quot; to \u0026quot;instant\u0026quot;.\u003c/p\u003e\n\u003ch3\u003eBPE encode\u003c/h3\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch, no cache\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e530 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e446 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−16%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch\u003c/code\u003e (cached)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e690 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e685 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode\u003c/code\u003e (single)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.95 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.94 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (small)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e32.6 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e31.5 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−3%\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (big)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.01 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e988 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−2%\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eThe BPE per-thread cache PR (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e) shows much larger wins on highly-parallel workloads (+47–62% at 88+ threads on a server box, per the PR's own measurements on Vera). Single-thread batch numbers above are flat or slightly improved because cache-hit overhead was already low without contention.\u003c/p\u003e\n\u003ch3\u003eLlama-3 encode\u003c/h3\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7f1623b90b5adfb9bc327d4c3468d2f70bbce262\"\u003e\u003ccode\u003e7f1623b\u003c/code\u003e\u003c/a\u003e Bump version to 0.23.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bbe43ad73d8fc8932b9d0e657ddee3cd70c649a4\"\u003e\u003ccode\u003ebbe43ad\u003c/code\u003e\u003c/a\u003e ci: release workflow fixes (node + python) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2043\"\u003e#2043\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/ab0c5d8fc13eb1c5001d9c06806635e2b5a42e9f\"\u003e\u003ccode\u003eab0c5d8\u003c/code\u003e\u003c/a\u003e Fix node release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2034\"\u003e#2034\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/decd8e07dad15f296c0adc2bc3a560f62d3de2eb\"\u003e\u003ccode\u003edecd8e0\u003c/code\u003e\u003c/a\u003e bindings/python: free-threaded Python (3.14t) support (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2041\"\u003e#2041\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/3992692d483bf3177219b52cb101b1bb055c18e6\"\u003e\u003ccode\u003e3992692\u003c/code\u003e\u003c/a\u003e update for release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2033\"\u003e#2033\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bcdd25b97fcd78549903082ecf3ddd87d42c456b\"\u003e\u003ccode\u003ebcdd25b\u003c/code\u003e\u003c/a\u003e BPE cache: per-thread read-through cache to avoid RwLock atomics on hits (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/618eb383f43e207139eb5cdb9bca17796b5e9bd7\"\u003e\u003ccode\u003e618eb38\u003c/code\u003e\u003c/a\u003e Bump follow-redirects in /tokenizers/examples/unstable_wasm/www (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b6b1688bef2e87efc91af18edf7ac38b4d2dfbe6\"\u003e\u003ccode\u003eb6b1688\u003c/code\u003e\u003c/a\u003e chore: bump doc-builder SHA for PR upload workflow (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2025\"\u003e#2025\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/19015d6b44aa3896626de5092e4171aed1b56d5b\"\u003e\u003ccode\u003e19015d6\u003c/code\u003e\u003c/a\u003e fix: use uvx --with cairosvg instead of uv pip install --system (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/efbcc68e321c364c8f9541f1c93a158df54d7da4\"\u003e\u003ccode\u003eefbcc68\u003c/code\u003e\u003c/a\u003e Ci benchmarks (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2019\"\u003e#2019\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e...\n\n_Description has been truncated_","html_url":"https://github.com/guqiong96/Lvllmds4/pull/65","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guqiong96%2FLvllmds4/issues/65","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/65/packages"}},{"old_version":"3.2.5","new_version":"3.3.2","update_type":"minor","path":"/MY_HOME_SYSTEM","pr_created_at":"2026-09-06T00:28:59.000Z","version_change":"3.2.5 → 3.3.2","issue":{"uuid":"5361865955","node_id":"PR_kwDOQd8Gdc8AAAABCXaeCQ","number":503,"state":"open","title":"chore(deps): Bump the minor-and-patch group in /MY_HOME_SYSTEM with 58 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":4,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-09-06T00:28:59.000Z","updated_at":"2026-09-06T12:21:11.831Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): Bump","group_name":"minor-and-patch","update_count":58,"packages":[{"name":"aenum","old_version":"3.1.16","new_version":"3.1.17","repository_url":"https://github.com/ethanfurman/aenum"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.7.1","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"altair","old_version":"6.0.0","new_version":"6.2.2","repository_url":"https://github.com/vega/altair"},{"name":"annotated-doc","old_version":"0.0.4","new_version":"0.0.5","repository_url":"https://github.com/fastapi/annotated-doc"},{"name":"annotated-types","old_version":"0.7.0","new_version":"0.8.0","repository_url":"https://github.com/annotated-types/annotated-types"},{"name":"anyio","old_version":"4.12.0","new_version":"4.15.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"cffi","old_version":"2.0.0","new_version":"2.1.1","repository_url":"https://github.com/python-cffi/cffi"},{"name":"charset-normalizer","old_version":"3.4.4","new_version":"3.5.1","repository_url":"https://github.com/jawah/charset_normalizer"},{"name":"click","old_version":"8.3.3","new_version":"8.5.0","repository_url":"https://github.com/pallets/click"},{"name":"cryptography","old_version":"50.0.0","new_version":"50.0.1","repository_url":"https://github.com/pyca/cryptography"},{"name":"fonttools","old_version":"4.61.0","new_version":"4.64.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"google-ai-generativelanguage","old_version":"0.6.15","new_version":"0.12.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-api-core","old_version":"2.28.1","new_version":"2.34.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-api-python-client","old_version":"2.187.0","new_version":"2.200.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"google-auth","old_version":"2.41.1","new_version":"2.57.0","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-httplib2","old_version":"0.2.1","new_version":"0.4.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-auth-oauthlib","old_version":"1.2.3","new_version":"1.4.1","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"google-generativeai","old_version":"0.8.5","new_version":"0.8.6","repository_url":"https://github.com/google/generative-ai-python"},{"name":"googleapis-common-protos","old_version":"1.72.0","new_version":"1.75.2","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"grpcio","old_version":"1.76.0","new_version":"1.83.1","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-status","old_version":"1.71.2","new_version":"1.83.1"},{"name":"idna","old_version":"3.18","new_version":"3.19","repository_url":"https://github.com/kjd/idna"},{"name":"jsonschema","old_version":"4.25.1","new_version":"4.26.0","repository_url":"https://github.com/python-jsonschema/jsonschema"},{"name":"kiwisolver","old_version":"1.4.9","new_version":"1.5.1","repository_url":"https://github.com/nucleic/kiwi"},{"name":"line-bot-sdk","old_version":"3.21.0","new_version":"3.25.0","repository_url":"https://github.com/line/line-bot-sdk-python"},{"name":"lxml","old_version":"6.1.0","new_version":"6.1.3","repository_url":"https://github.com/lxml/lxml"},{"name":"multidict","old_version":"6.7.0","new_version":"6.7.1","repository_url":"https://github.com/aio-libs/multidict"},{"name":"narwhals","old_version":"2.13.0","new_version":"2.25.0","repository_url":"https://github.com/narwhals-dev/narwhals"},{"name":"numpy","old_version":"2.2.6","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"platformdirs","old_version":"4.5.0","new_version":"4.11.7","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"proto-plus","old_version":"1.26.1","new_version":"1.28.4","repository_url":"https://github.com/googleapis/google-cloud-python"},{"name":"pydantic","old_version":"2.12.5","new_version":"2.13.5","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.41.5","new_version":"2.48.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydeck","old_version":"0.9.1","new_version":"0.9.3","repository_url":"https://github.com/visgl/deck.gl"},{"name":"pygments","old_version":"2.20.0","new_version":"2.21.0","repository_url":"https://github.com/pygments/pygments"},{"name":"pyparsing","old_version":"3.2.5","new_version":"3.3.2","repository_url":"https://github.com/pyparsing/pyparsing"},{"name":"pypdfium2","old_version":"5.1.0","new_version":"5.13.0","repository_url":"https://github.com/pypdfium2-team/pypdfium2"},{"name":"python-dotenv","old_version":"1.2.2","new_version":"1.2.3","repository_url":"https://github.com/theskumar/python-dotenv"},{"name":"requests","old_version":"2.33.0","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"soupsieve","old_version":"2.8.4","new_version":"2.9.2","repository_url":"https://github.com/facelessuser/soupsieve"},{"name":"streamlit","old_version":"1.54.0","new_version":"1.63.0","repository_url":"https://github.com/streamlit/streamlit"},{"name":"tenacity","old_version":"9.1.2","new_version":"9.1.4","repository_url":"https://github.com/jd/tenacity"},{"name":"tqdm","old_version":"4.67.1","new_version":"4.70.0","repository_url":"https://github.com/tqdm/tqdm"},{"name":"typing-inspection","old_version":"0.4.2","new_version":"0.4.4","repository_url":"https://github.com/pydantic/typing-inspection"},{"name":"typing-extensions","old_version":"4.15.0","new_version":"4.16.0","repository_url":"https://github.com/python/typing_extensions"},{"name":"uvicorn","old_version":"0.38.0","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"wrapt","old_version":"2.0.1","new_version":"2.4.0","repository_url":"https://github.com/GrahamDumpleton/wrapt"},{"name":"yarl","old_version":"1.22.0","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"pytest","old_version":"9.0.3","new_version":"9.1.1","repository_url":"https://github.com/pytest-dev/pytest"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"httpx2","old_version":"2.10.0","new_version":"2.12.0","repository_url":"https://github.com/pydantic/httpx2"},{"name":"pytest-cov","old_version":"7.0.0","new_version":"7.1.0","repository_url":"https://github.com/pytest-dev/pytest-cov"},{"name":"hypothesis","old_version":"6.145.1","new_version":"6.167.1","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"ruff","old_version":"0.14.4","new_version":"0.16.5","repository_url":"https://github.com/astral-sh/ruff"},{"name":"bandit","old_version":"1.9.2","new_version":"1.9.4","repository_url":"https://github.com/PyCQA/bandit"},{"name":"pip-audit","old_version":"2.9.0","new_version":"2.10.1","repository_url":"https://github.com/pypa/pip-audit"}],"path":"/MY_HOME_SYSTEM","ecosystem":"pip"},"body":"[//]: # (dependabot-start)\n⚠️  **Dependabot is rebasing this PR** ⚠️ \n\nRebasing might not happen immediately, so don't worry if this takes some time.\n\nNote: if you make any changes to this PR yourself, they will take precedence over the rebase.\n\n---\n\n[//]: # (dependabot-end)\n\nBumps the minor-and-patch group in /MY_HOME_SYSTEM with 58 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [aenum](https://github.com/ethanfurman/aenum) | `3.1.16` | `3.1.17` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [altair](https://github.com/vega/altair) | `6.0.0` | `6.2.2` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.0` | `4.15.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.4` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.3.3` | `8.5.0` |\n| [cryptography](https://github.com/pyca/cryptography) | `50.0.0` | `50.0.1` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.61.0` | `4.64.0` |\n| [google-ai-generativelanguage](https://github.com/googleapis/google-cloud-python) | `0.6.15` | `0.12.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.28.1` | `2.34.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.187.0` | `2.200.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.41.1` | `2.57.0` |\n| [google-auth-httplib2](https://github.com/googleapis/google-cloud-python) | `0.2.1` | `0.4.2` |\n| [google-auth-oauthlib](https://github.com/googleapis/google-cloud-python) | `1.2.3` | `1.4.1` |\n| [google-generativeai](https://github.com/google/generative-ai-python) | `0.8.5` | `0.8.6` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.72.0` | `1.75.2` |\n| [grpcio](https://github.com/grpc/grpc) | `1.76.0` | `1.83.1` |\n| [grpcio-status](https://grpc.io) | `1.71.2` | `1.83.1` |\n| [idna](https://github.com/kjd/idna) | `3.18` | `3.19` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.1` | `4.26.0` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.9` | `1.5.1` |\n| [line-bot-sdk](https://github.com/line/line-bot-sdk-python) | `3.21.0` | `3.25.0` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.7.0` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.13.0` | `2.25.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.2.6` | `2.4.6` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.5.0` | `4.11.7` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.5` | `2.13.5` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.5` | `2.48.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.5` | `3.3.2` |\n| [pypdfium2](https://github.com/pypdfium2-team/pypdfium2) | `5.1.0` | `5.13.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.2.2` | `1.2.3` |\n| [requests](https://github.com/psf/requests) | `2.33.0` | `2.34.2` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.4` | `2.9.2` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tenacity](https://github.com/jd/tenacity) | `9.1.2` | `9.1.4` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.1` | `4.70.0` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.38.0` | `0.52.4` |\n| [wrapt](https://github.com/GrahamDumpleton/wrapt) | `2.0.1` | `2.4.0` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.22.0` | `1.24.5` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [httpx2](https://github.com/pydantic/httpx2) | `2.10.0` | `2.12.0` |\n| [pytest-cov](https://github.com/pytest-dev/pytest-cov) | `7.0.0` | `7.1.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.145.1` | `6.167.1` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.14.4` | `0.16.5` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.9.2` | `1.9.4` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.9.0` | `2.10.1` |\n\nUpdates `aenum` from 3.1.16 to 3.1.17\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f0f6fd8e2ac0bb379eb11f6029023d2bad88732a\"\u003e\u003ccode\u003ef0f6fd8\u003c/code\u003e\u003c/a\u003e version 3.1.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/60c5641a7c0525ae812c9674330c3634bd852e69\"\u003e\u003ccode\u003e60c5641\u003c/code\u003e\u003c/a\u003e remove duplicate function\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/e463496bd4a485f92f34eec37b7b73aedef10405\"\u003e\u003ccode\u003ee463496\u003c/code\u003e\u003c/a\u003e fix global_flag_repr\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ethanfurman/aenum/commit/f6510625e7cf7e7291d3b1b12e0bb341467e6f27\"\u003e\u003ccode\u003ef651062\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/ethanfurman/aenum/compare/3.1.16...3.1.17\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohappyeyeballs` from 2.6.1 to 2.7.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/releases\"\u003eaiohappyeyeballs's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance Improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/239\"\u003e#239\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/227\"\u003e#227\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/229\"\u003e#229\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/226\"\u003e#226\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.7.0...v2.7.1\"\u003ev2.7.0...v2.7.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Python 3.14 support (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/224\"\u003e#224\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.2...v2.7.0\"\u003ev2.6.2...v2.7.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/222\"\u003e#222\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/185\"\u003e#185\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/pull/221\"\u003e#221\u003c/a\u003e, \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003cp\u003e\u003cstrong\u003eDetailed Changes\u003c/strong\u003e: \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.6.2\"\u003ev2.6.1...v2.6.2\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/blob/main/CHANGELOG.md\"\u003eaiohappyeyeballs's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.7.1 (2026-07-01)\u003c/h2\u003e\n\u003ch3\u003ePerformance improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse defaultdict to help with performance (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSimplify _interleave_addrinfos family grouping (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/fdf6548a5f8b38e45ad7cee8add3c3a7e34e2805\"\u003e\u003ccode\u003efdf6548\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCollapse collect-then-remove pattern in utils helpers (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/0dd3fd16fe394eb8493000dc9b9894fad3ca3190\"\u003e\u003ccode\u003e0dd3fd1\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMerge identical except blocks in _connect_sock cleanup (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/b7c186e3242eb4d6eaf0918857a99c263b3186fb\"\u003e\u003ccode\u003eb7c186e\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.7.0 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd python 3.14 support (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/10e7d4341666605de295dd00da716e30002e78c2\"\u003e\u003ccode\u003e10e7d43\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.6.2 (2026-05-20)\u003c/h2\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eClear error on empty addr_infos in start_connection (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/55dd76aee978ca47a38899b9caf69d058bf41fb3\"\u003e\u003ccode\u003e55dd76a\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTesting\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eStop verify_no_lingering_tasks from leaking an event loop (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/ce43beb0242007dc57be6e2f4e3bf0b9f4f239d1\"\u003e\u003ccode\u003ece43beb\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eRefactoring\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eOptimize obtaining event-loop down to 1 line (\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/02a70296210125b45952c3221db0dfb76d8ea911\"\u003e\u003ccode\u003e02a7029\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/4dfc926e30eea8d24c1a71602d73c0e9a895c191\"\u003e\u003ccode\u003e4dfc926\u003c/code\u003e\u003c/a\u003e 2.7.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/e10f335ad9630122832e967428ac138992a50bca\"\u003e\u003ccode\u003ee10f335\u003c/code\u003e\u003c/a\u003e perf: use defaultdict to help with performance (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/239\"\u003e#239\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/338277badfb25fc38759ce38ab9ea2c20ec1bfff\"\u003e\u003ccode\u003e338277b\u003c/code\u003e\u003c/a\u003e chore: stop tracking .DS_Store files (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/16978694944ed7fb5e7b49a173160144ccac45bc\"\u003e\u003ccode\u003e1697869\u003c/code\u003e\u003c/a\u003e ci: add codspeed benchmark suite for addrinfo reordering hot paths (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/d40a848cd2262b435242646fa8e220300bcd6952\"\u003e\u003ccode\u003ed40a848\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump starlette from 1.0.1 to 1.3.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/242\"\u003e#242\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/51d42669b2b94a78c6d4bd059e449b8ef51c6646\"\u003e\u003ccode\u003e51d4266\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump cryptography from 46.0.7 to 48.0.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/243\"\u003e#243\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/2df44b3987d3c887a8493ba19259c63588226d6c\"\u003e\u003ccode\u003e2df44b3\u003c/code\u003e\u003c/a\u003e chore(pre-commit.ci): pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/241\"\u003e#241\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/3e3cb615f00bfb4d29c30e0c86c897f4de8fb02d\"\u003e\u003ccode\u003e3e3cb61\u003c/code\u003e\u003c/a\u003e chore(deps-dev): bump pytest from 9.0.3 to 9.1.1 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/244\"\u003e#244\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/922dcd79a66d67fdd98a5f9b7587c4f8cda44653\"\u003e\u003ccode\u003e922dcd7\u003c/code\u003e\u003c/a\u003e chore(deps-ci): bump the github-actions group with 4 updates (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/245\"\u003e#245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/commit/70461c583a8cf3c6fa85b8c48b8e4b576cee8083\"\u003e\u003ccode\u003e70461c5\u003c/code\u003e\u003c/a\u003e ci: drop .github/FUNDING.yml to inherit org-wide config (\u003ca href=\"https://redirect.github.com/aio-libs/aiohappyeyeballs/issues/247\"\u003e#247\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/aio-libs/aiohappyeyeballs/compare/v2.6.1...v2.7.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `altair` from 6.0.0 to 6.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/vega/altair/releases\"\u003ealtair's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.2.2\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Avoid layered concat view name collisions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4066\"\u003evega/altair#4066\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: Include layered concat views in selection params by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4069\"\u003evega/altair#4069\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003edocs: Add an Andrews curves example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Add an interactive bin-size example to the gallery by \u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4050\"\u003evega/altair#4050\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Validate docs publish clone by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4064\"\u003evega/altair#4064\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003edocs: Fix broken example and sync with VL by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4010\"\u003evega/altair#4010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Make warning for doc preview page more prominent by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4048\"\u003evega/altair#4048\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Check uv lockfile by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4052\"\u003evega/altair#4052\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Run docs build only for docs-related changes and don't duplicate builds on PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4053\"\u003evega/altair#4053\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Update dependencies from dependabot alerts by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4055\"\u003evega/altair#4055\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Upload docs build artifact for PR preview by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4056\"\u003evega/altair#4056\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ebuild: Reduce dependabot PRs by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4028\"\u003evega/altair#4028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Correctly resolve docbuild worflow number from PR number by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4060\"\u003evega/altair#4060\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Group major GitHub Actions updates by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4061\"\u003evega/altair#4061\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Rename docbuild job from 'build' to 'docbuild' by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4062\"\u003evega/altair#4062\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Schedule release drafts twice monthly by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4057\"\u003evega/altair#4057\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Publish official docs after release is published by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4054\"\u003evega/altair#4054\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Document how local versioning works and add base tag by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4051\"\u003evega/altair#4051\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Disambiguate workflow naming by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4063\"\u003evega/altair#4063\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: enable partial Python 3.14t coverage by \u003ca href=\"https://github.com/axelray-dev\"\u003e\u003ccode\u003e@​axelray-dev\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4038\"\u003evega/altair#4038\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kyo5uke\"\u003e\u003ccode\u003e@​kyo5uke\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4049\"\u003evega/altair#4049\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.1...v6.2.2\"\u003ehttps://github.com/vega/altair/compare/v6.2.1...v6.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.1\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003efix: Write dataset cache files atomically by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4034\"\u003evega/altair#4034\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eci: Prevent uv from dirtying worktree during publish by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4045\"\u003evega/altair#4045\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: Clarify release review instructions by \u003ca href=\"https://github.com/joelostblom\"\u003e\u003ccode\u003e@​joelostblom\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/vega/altair/pull/4046\"\u003evega/altair#4046\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/vega/altair/compare/v6.2.0...v6.2.1\"\u003ehttps://github.com/vega/altair/compare/v6.2.0...v6.2.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 6.2.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThis is the first release in an effort to have smaller, more frequent releases going forward. By making the release process more convenient, we aim to more quickly push out fixes and features that already landed on the main branch to a released version of Altair.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/a9765713566095349cb1cfbbe85d6ad258c84245\"\u003e\u003ccode\u003ea976571\u003c/code\u003e\u003c/a\u003e fix: Include layered concat views in selection params (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4069\"\u003e#4069\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/432157b2304e0e30d89167ab26d1f7987f615a31\"\u003e\u003ccode\u003e432157b\u003c/code\u003e\u003c/a\u003e fix: Avoid layered concat view name collisions (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4066\"\u003e#4066\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/b875b95a24ee20f8e5665a730ee6d80cb6d55348\"\u003e\u003ccode\u003eb875b95\u003c/code\u003e\u003c/a\u003e docs: Fix a broken example and sync another one with VL (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4010\"\u003e#4010\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/7b289f9adf07d960f94620ef02c33b8f400f4948\"\u003e\u003ccode\u003e7b289f9\u003c/code\u003e\u003c/a\u003e ci: Enable partial Python 3.14t coverage (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4038\"\u003e#4038\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/105ff2b4957651bf4cf55e4e2586705fa02ddfe7\"\u003e\u003ccode\u003e105ff2b\u003c/code\u003e\u003c/a\u003e docs: Validate docs publish clone (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4064\"\u003e#4064\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/c82dd2e4af3bcd06ee4909cc38135d1b7f92c3dd\"\u003e\u003ccode\u003ec82dd2e\u003c/code\u003e\u003c/a\u003e ci: Disambiguate workflow naming (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4063\"\u003e#4063\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/624bee9705b345961c9b225d39562a10068461af\"\u003e\u003ccode\u003e624bee9\u003c/code\u003e\u003c/a\u003e docs: Add an interactive bin-size example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4050\"\u003e#4050\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/3b1acf676a1a61d9df8d1ded2393dfde49587cae\"\u003e\u003ccode\u003e3b1acf6\u003c/code\u003e\u003c/a\u003e docs: Add an Andrews curves example to the gallery (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4049\"\u003e#4049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/edea5f64e7e893315e2050672058f86657b28201\"\u003e\u003ccode\u003eedea5f6\u003c/code\u003e\u003c/a\u003e ci: Document how local versioning works and add base tag (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4051\"\u003e#4051\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vega/altair/commit/f8b4337e1355ca229d1e2e9645e89b6ec1a7a41c\"\u003e\u003ccode\u003ef8b4337\u003c/code\u003e\u003c/a\u003e ci: Publish official docs after release is published (\u003ca href=\"https://redirect.github.com/vega/altair/issues/4054\"\u003e#4054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/vega/altair/compare/v6.0.0...v6.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-doc` from 0.0.4 to 0.0.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/releases\"\u003eannotated-doc's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.27 to 0.0.33. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/52\"\u003e#52\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/annotated-doc/blob/main/release-notes.md\"\u003eannotated-doc's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.5 (2026-07-28)\u003c/h2\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e➖ Drop support for Python 3.8. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/36\"\u003e#36\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eUpgrades\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆ Bump ruff from 0.14.3 to 0.14.10. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/31\"\u003e#31\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/63\"\u003e#63\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e⬆️ Upgrade latest-changes to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/92\"\u003e#92\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/91\"\u003e#91\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/90\"\u003e#90\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump pre-commit hooks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/89\"\u003e#89\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add GH workflow to bump pre-commit hook versions. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/81\"\u003e#81\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Set Dependabot schedule interval to \u0026quot;monthly\u0026quot;. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/82\"\u003e#82\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix latest-changes checkout target. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/85\"\u003e#85\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.8.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/84\"\u003e#84\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update latest-changes to 0.6.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/83\"\u003e#83\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/72\"\u003e#72\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group across 1 directory with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/80\"\u003e#80\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump \u003ca href=\"https://github.com/crate-ci/typos\"\u003ehttps://github.com/crate-ci/typos\u003c/a\u003e from v1.46.0 to 1.47.2 in the pre-commit group across 1 directory. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/76\"\u003e#76\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Simplify pull request workflow triggers. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/79\"\u003e#79\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Update issue-manager to 0.7.1. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/78\"\u003e#78\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Update issue-manager to 0.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/77\"\u003e#77\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Update zizmor workflow security checks. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/75\"\u003e#75\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix alls-green test dependency. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/74\"\u003e#74\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Add pre-commit hook to catch typos. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/68\"\u003e#68\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the python-packages group with 3 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/70\"\u003e#70\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump the github-actions group with 2 updates. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/71\"\u003e#71\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Automate release preparation. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/69\"\u003e#69\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure Dependabot to group updates and update weekly. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/62\"\u003e#62\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/65\"\u003e#65\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Fix branch name in \u003ccode\u003eguard-dependencies.yml\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/61\"\u003e#61\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/60\"\u003e#60\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ty from 0.0.33 to 0.0.34. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/58\"\u003e#58\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.11 to 0.3.13. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/59\"\u003e#59\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Add zizmor and fix audit findings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/50\"\u003e#50\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆️ Bump the lower bound of \u003ccode\u003ety\u003c/code\u003e to 0.0.25. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/57\"\u003e#57\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e👷 Configure \u003ccode\u003ety\u003c/code\u003e to exit with error code on warnings. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/56\"\u003e#56\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/54\"\u003e#54\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/55\"\u003e#55\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump ruff from 0.15.8 to 0.15.12. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/51\"\u003e#51\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump prek from 0.3.8 to 0.3.11. PR \u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/pull/53\"\u003e#53\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef48d6ad51d226f772fd9c5284f55199afe4007c\"\u003e\u003ccode\u003eef48d6a\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.0.5 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/93\"\u003e#93\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/c628000835a26f6bc8c776f90bcbcf95211f233b\"\u003e\u003ccode\u003ec628000\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/e0b4579d2ad8d62a304c9f30a1c2c084f0d372e5\"\u003e\u003ccode\u003ee0b4579\u003c/code\u003e\u003c/a\u003e ➖ Drop support for Python 3.8 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/36\"\u003e#36\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/ef956b4e9f2c0e2bead1cba7a6888e1ed8c2c237\"\u003e\u003ccode\u003eef956b4\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/84bf1e5402c5e0cfd1462c5d3c8bae22fb717bd8\"\u003e\u003ccode\u003e84bf1e5\u003c/code\u003e\u003c/a\u003e ⬆️ Upgrade latest-changes to 0.7.1 (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cf773e138b1dc5608ce0f0d11e1939c410ef6228\"\u003e\u003ccode\u003ecf773e1\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/1375d6eb8147cb2352d080ef09f356dfc18e0d29\"\u003e\u003ccode\u003e1375d6e\u003c/code\u003e\u003c/a\u003e ⬆ Bump the github-actions group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/91\"\u003e#91\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/cd373656cbf40e5fd4cc28680ca5e05bf12709cb\"\u003e\u003ccode\u003ecd37365\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/f9f3b695cbacc4ffc37d9cebff6e05bd1751f68a\"\u003e\u003ccode\u003ef9f3b69\u003c/code\u003e\u003c/a\u003e ⬆ Bump the python-packages group across 1 directory with 3 updates (\u003ca href=\"https://redirect.github.com/fastapi/annotated-doc/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/annotated-doc/commit/842084457f0a7739fb91d2a4ea602b2bc4e15767\"\u003e\u003ccode\u003e8420844\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/annotated-doc/compare/0.0.4...0.0.5\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `annotated-types` from 0.7.0 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/annotated-types/annotated-types/releases\"\u003eannotated-types's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRename DocInfo to Doc by \u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.13 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix docstring of \u003ccode\u003eTimezone\u003c/code\u003e by \u003ca href=\"https://github.com/Viicos\"\u003e\u003ccode\u003e@​Viicos\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/84\"\u003eannotated-types/annotated-types#84\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUpdate license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) by \u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix: typo in README.md by \u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eadd CI for PyPy3.11 and fix test (issue 71) by \u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix string predicate names in doc by \u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd SPDX license expression by \u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdded Python 3.14 to the test matrix by \u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8-3.9 by \u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/97\"\u003eannotated-types/annotated-types#97\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typo in \u003ccode\u003eLen\u003c/code\u003e docstring by \u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrepare for 0.8.0 release by \u003ca href=\"https://github.com/adriangb\"\u003e\u003ccode\u003e@​adriangb\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/103\"\u003eannotated-types/annotated-types#103\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/zen-xu\"\u003e\u003ccode\u003e@​zen-xu\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/80\"\u003eannotated-types/annotated-types#80\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/83\"\u003eannotated-types/annotated-types#83\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shoeffner\"\u003e\u003ccode\u003e@​shoeffner\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/86\"\u003eannotated-types/annotated-types#86\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/camiloaz\"\u003e\u003ccode\u003e@​camiloaz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/87\"\u003eannotated-types/annotated-types#87\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mattip\"\u003e\u003ccode\u003e@​mattip\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/88\"\u003eannotated-types/annotated-types#88\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/leogermond\"\u003e\u003ccode\u003e@​leogermond\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/90\"\u003eannotated-types/annotated-types#90\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/wichert\"\u003e\u003ccode\u003e@​wichert\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/92\"\u003eannotated-types/annotated-types#92\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/imtoopunkforyou\"\u003e\u003ccode\u003e@​imtoopunkforyou\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/96\"\u003eannotated-types/annotated-types#96\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Dutcho\"\u003e\u003ccode\u003e@​Dutcho\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/pull/100\"\u003eannotated-types/annotated-types#100\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ehttps://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/9eb96680138269811a39d838d720abc3dce33954\"\u003e\u003ccode\u003e9eb9668\u003c/code\u003e\u003c/a\u003e Prepare for 0.8.0 release (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/10b77644f88b385357653730a1ab23748ca3ae2e\"\u003e\u003ccode\u003e10b7764\u003c/code\u003e\u003c/a\u003e Fix typo in \u003ccode\u003eLen\u003c/code\u003e docstring (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/100\"\u003e#100\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/955f7576d616feb6e9407c74498517787c38afd4\"\u003e\u003ccode\u003e955f757\u003c/code\u003e\u003c/a\u003e Add support for Python 3.14 and drop EOL 3.8-3.9 (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/97\"\u003e#97\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/bd280fea7983550d266f993d868b8dd7ff822bf1\"\u003e\u003ccode\u003ebd280fe\u003c/code\u003e\u003c/a\u003e Added Python 3.14 to the test matrix (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/96\"\u003e#96\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/a471bb757663452459893e6f593118ec21eb1b9e\"\u003e\u003ccode\u003ea471bb7\u003c/code\u003e\u003c/a\u003e Add SPDX license expression (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/92\"\u003e#92\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/eab91d9a8c0d3f73661fc4b0794a1fe76c94fa84\"\u003e\u003ccode\u003eeab91d9\u003c/code\u003e\u003c/a\u003e Fix string predicate names in doc (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/90\"\u003e#90\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/03ad9c3c7b4d4dfe9e33c09075a3a2766c0820e1\"\u003e\u003ccode\u003e03ad9c3\u003c/code\u003e\u003c/a\u003e add CI for PyPy3.11 and fix test (issue 71) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/88\"\u003e#88\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/5ae60437f0ab493cedd27311bc6ce6d2188e8d8b\"\u003e\u003ccode\u003e5ae6043\u003c/code\u003e\u003c/a\u003e fix: typo in README.md (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/87\"\u003e#87\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/b60ad7bff90019c7de3547df1c8e3586eb328423\"\u003e\u003ccode\u003eb60ad7b\u003c/code\u003e\u003c/a\u003e Update license-files to be PEP-639 compliant (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/85\"\u003e#85\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/86\"\u003e#86\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/annotated-types/annotated-types/commit/3fbeb6d129760ae48d7a0372fb9301764acc95ae\"\u003e\u003ccode\u003e3fbeb6d\u003c/code\u003e\u003c/a\u003e Fix docstring of \u003ccode\u003eTimezone\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/annotated-types/annotated-types/issues/84\"\u003e#84\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/annotated-types/annotated-types/compare/v0.7.0...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anyio` from 4.12.0 to 4.15.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.15.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for the newer keyword-only arguments on \u003ccode\u003eanyio.Path\u003c/code\u003e methods to match the standard library \u003ccode\u003epathlib.Path\u003c/code\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eexists()\u003c/code\u003e (Python 3.12+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_dir()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eis_file()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003eowner()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efollow_symlinks\u003c/code\u003e on \u003ccode\u003egroup()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003enewline\u003c/code\u003e on \u003ccode\u003eread_text()\u003c/code\u003e (Python 3.13+)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e(\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1286\"\u003e#1286\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1293\"\u003e#1293\u003c/a\u003e; PR by \u003ca href=\"https://github.com/jaideeppyne\"\u003e\u003ccode\u003e@​jaideeppyne\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eamap\u003c/code\u003e, \u003ccode\u003egather\u003c/code\u003e, and \u003ccode\u003eas_completed\u003c/code\u003e utility functions to simplify common patterns (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1173\"\u003e#1173\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003e--anyio-mode\u003c/code\u003e command-line option as an alternative to the \u003ccode\u003eanyio_mode\u003c/code\u003e ini setting, and fix the pytest plugin's auto mode detection to recognize the mode when set via either mechanism(e.g: \u003ccode\u003epytest_asyncio\u003c/code\u003e). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1242\"\u003e#1242\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003eanyio.Future\u003c/code\u003e synchronization primitive which behaves similar to \u003ccode\u003easyncio.Future\u003c/code\u003e, allowing tasks to wait for a value (or exception) from another task (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1146\"\u003e#1146\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Vizonex\"\u003e\u003ccode\u003e@​Vizonex\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded guidance for managing multiple memory object stream producers and consumers with cloned streams (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/330\"\u003e#330\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nightcityblade\"\u003e\u003ccode\u003e@​nightcityblade\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded \u003ccode\u003eStapledObjectStream.send_nowait()\u003c/code\u003e that delegates to the underlying \u003ccode\u003eObjectSendStream\u003c/code\u003e, if it implements it (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1241\"\u003e#1241\u003c/a\u003e; PR by \u003ca href=\"https://github.com/davidbrochart\"\u003e\u003ccode\u003e@​davidbrochart\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003emove_on_at()\u003c/code\u003e and \u003ccode\u003efail_at()\u003c/code\u003e functions to complement \u003ccode\u003emove_on_after()\u003c/code\u003e and \u003ccode\u003efail_after()\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the default name for a task spawned with \u003ccode\u003eTaskGroup.create_task(func())\u003c/code\u003e to match the default task name for the analogous task spawned with \u003ccode\u003eTaskGroup.start_soon(func)\u003c/code\u003e or \u003ccode\u003eTaskGroup.start(func)\u003c/code\u003e in more situations. Previously, the default name of a \u003ccode\u003eTaskGroup.create_task\u003c/code\u003e task never included the module name. (The default name for a task spawned with \u003ccode\u003eTaskGroup.start_soon\u003c/code\u003e or \u003ccode\u003eTaskGroup.start\u003c/code\u003e typically includes the module name.) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1234\"\u003e#1234\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the \u003ccode\u003eanyio\u003c/code\u003e and \u003ccode\u003eanyio.abc\u003c/code\u003e modules to lazily (much like \u003ccode\u003e810\u003c/code\u003e) import the necessary submodules. This is done by parsing the AST of the module and building a lookup table from the \u003ccode\u003eif TYPE_CHECKING:\u003c/code\u003e block. A fallback mode has been provided for installations where the source code is unavailable (e.g. PyInstaller). (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1169\"\u003e#1169\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed free-threading compatibility issues arising from the fact that on Python 3.14 free-threading builds, newly created threads inherit the current context by default, causing AnyIO to behave erroneously in relation to \u003ccode\u003estart_blocking_portal()\u003c/code\u003e and \u003ccode\u003eanyio.to_thread.run_sync()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1224\"\u003e#1224\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eSpooledTemporaryFile.readinto()\u003c/code\u003e and \u003ccode\u003ereadinto1()\u003c/code\u003e reading twice before rollover, so the destination buffer was overwritten by the second read and the file position advanced twice, silently losing data (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1215\"\u003e#1215\u003c/a\u003e; PR by \u003ca href=\"https://github.com/c-tonneslan\"\u003e\u003ccode\u003e@​c-tonneslan\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded a \u003ccode\u003ereason\u003c/code\u003e parameter to \u003ccode\u003efail_after\u003c/code\u003e (and the new \u003ccode\u003efail_at\u003c/code\u003e) allowing for added exception context when raising \u003ccode\u003eTimeoutError\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1227\"\u003e#1227\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Graeme22\"\u003e\u003ccode\u003e@​Graeme22\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the default \u003ccode\u003eTaskHandle.name\u003c/code\u003e missing part of the task name for tasks started with \u003ccode\u003eTaskGroup.start\u003c/code\u003e on Trio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1231\"\u003e#1231\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.run\u003c/code\u003e leaking, or at least, delaying collection of loop and root_task due to the root task being cached in a \u003ccode\u003eRunVar\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1203\"\u003e#1203\u003c/a\u003e; PR by \u003ca href=\"https://github.com/tapetersen\"\u003e\u003ccode\u003e@​tapetersen\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eanyio.Path.with_stem()\u003c/code\u003e silently producing a wrong path (e.g. \u003ccode\u003ePath(\u0026quot;.txt\u0026quot;)\u003c/code\u003e) instead of raising \u003ccode\u003eValueError\u003c/code\u003e when given an empty stem on a path with a non-empty suffix, unlike \u003ccode\u003epathlib.PurePath.with_stem\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1200\"\u003e#1200\u003c/a\u003e; PR by \u003ca href=\"https://github.com/Sanjays2402\"\u003e\u003ccode\u003e@​Sanjays2402\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eUNIXSocketStream.aclose()\u003c/code\u003e raising \u003ccode\u003easyncio.InvalidStateError\u003c/code\u003e when a concurrent receive or send operation had just been cancelled on the asyncio backend (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1267\"\u003e#1267\u003c/a\u003e; PR by \u003ca href=\"https://github.com/alloutflo\"\u003e\u003ccode\u003e@​alloutflo\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the pytest plugin importing the deprecated \u003ccode\u003e_pytest.python.CallSpec2\u003c/code\u003e alias, which triggers \u003ccode\u003ePytestRemovedIn10Warning\u003c/code\u003e on \u003ccode\u003epytest\u0026gt;=9.2\u003c/code\u003e and crashes pytest at startup when \u003ccode\u003efilterwarnings = error\u003c/code\u003e is configured (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1271\"\u003e#1271\u003c/a\u003e; PR by \u003ca href=\"https://github.com/matthewfeickert\"\u003e\u003ccode\u003e@​matthewfeickert\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed an asyncio worker thread race that could raise \u003ccode\u003eRuntimeError\u003c/code\u003e when the event loop closed between checking its state and scheduling the worker result (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1265\"\u003e#1265\u003c/a\u003e; PR by \u003ca href=\"https://github.com/hansu650\"\u003e\u003ccode\u003e@​hansu650\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens when \u003ccode\u003etotal_tokens\u003c/code\u003e was raised while the limiter was over-subscribed (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1223\"\u003e#1223\u003c/a\u003e; PR by \u003ca href=\"https://github.com/zelinewang\"\u003e\u003ccode\u003e@​zelinewang\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed asyncio task groups leaking unawaited coroutines when a custom task constructor fails; default task creation is unaffected (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1274\"\u003e#1274\u003c/a\u003e; PR by \u003ca href=\"https://github.com/dsfaccini\"\u003e\u003ccode\u003e@​dsfaccini\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/928366259543412a2deb1e2ba09ea45ffa92ef4f\"\u003e\u003ccode\u003e9283662\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/d137692a90f76e4f71605e32ea5ca94cab3a539d\"\u003e\u003ccode\u003ed137692\u003c/code\u003e\u003c/a\u003e Improved the instructions for AI agents\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/033fc52b8fa8e90c5d0ef24b10b3860e974a6265\"\u003e\u003ccode\u003e033fc52\u003c/code\u003e\u003c/a\u003e Shield TemporaryDirectory cleanup from cancellation (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1304\"\u003e#1304\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/942e9a6552cc10b5aaa779d84bfc8e2c3d5fcffc\"\u003e\u003ccode\u003e942e9a6\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1305\"\u003e#1305\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b825c3be7cb4ca1a8000b8065d4e147843deb704\"\u003e\u003ccode\u003eb825c3b\u003c/code\u003e\u003c/a\u003e Fixed pyproject.toml changes not triggering the test suite\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/9727dc504681e2986b5bc285de9571fb467539af\"\u003e\u003ccode\u003e9727dc5\u003c/code\u003e\u003c/a\u003e Fixed start inconsistencies between trio and asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1198\"\u003e#1198\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/b05fe6d160a640355c201363cab286a7d2581da8\"\u003e\u003ccode\u003eb05fe6d\u003c/code\u003e\u003c/a\u003e Fixed wrong type in move_on_after (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1297\"\u003e#1297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44d0c93cc20079acbf38ba4dbed5ab9df323f153\"\u003e\u003ccode\u003e44d0c93\u003c/code\u003e\u003c/a\u003e Fixed asyncio task group coroutine cleanup (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1275\"\u003e#1275\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/ae250440c90020b030ba4e83cccc37e9a84512c5\"\u003e\u003ccode\u003eae25044\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6d3a30d264637374b1b642d2e97217c816151cfe\"\u003e\u003ccode\u003e6d3a30d\u003c/code\u003e\u003c/a\u003e Add follow_symlinks argument to anyio.Path.owner() and group() (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1293\"\u003e#1293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.12.0...4.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `cffi` from 2.0.0 to 2.1.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-cffi/cffi/releases\"\u003ecffi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.1.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMinimize internal Python API usage for interpreter and thread state sampling where possible. Avoids breaking ABI change in Python \u0026gt;= 3.15.0b4 (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/pull/269\"\u003epython-cffi/cffi#269\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\"\u003ehttps://github.com/python-cffi/cffi/compare/v2.1.0...v2.1.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.1.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdded support for Python 3.15 and support for C extensions generated by CFFI\nto target the new \u003ccode\u003eabi3t\u003c/code\u003e free-threaded ABI.\u003c/li\u003e\n\u003cli\u003eDropped support for Python 3.9.\u003c/li\u003e\n\u003cli\u003eAdded \u003ccode\u003ecffi-gen-src\u003c/code\u003e CLI to generate CFFI C extension source for alternate build backend support.\u003c/li\u003e\n\u003cli\u003eFixed crashes inside \u003ccode\u003e__delitem__\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eFixed \u0026quot;string too big\u0026quot; error under MSVC.\u003c/li\u003e\n\u003cli\u003eFixed mingw builds.\u003c/li\u003e\n\u003cli\u003eAdded support for arm64 iOS wheels.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/fd33e7700f0ebafe6f30bd5053f13327221b77a2\"\u003e\u003ccode\u003efd33e77\u003c/code\u003e\u003c/a\u003e New release 2.1.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/56a7876b8cd3b2d8148233a90e0121d74cd83852\"\u003e\u003ccode\u003e56a7876\u003c/code\u003e\u003c/a\u003e Use PyGILState_Ensure to avoid accessing CPython internals (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/269\"\u003e#269\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/270\"\u003e#270\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/d9f6f70adac5ca9f260abf5405cf4d0373767b65\"\u003e\u003ccode\u003ed9f6f70\u003c/code\u003e\u003c/a\u003e New release 2.1.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/02a7b0e32db93964b9756537110119d74aa23425\"\u003e\u003ccode\u003e02a7b0e\u003c/code\u003e\u003c/a\u003e Misc pre-2.1 release/packaging cleanup (\u003ca href=\"https://redirect.github.com/python-cffi/cffi/issues/253\"\u003e#253\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/1362e5ddc5417f1350200d4d6183c3eb3da9cc8d\"\u003e\u003ccode\u003e1362e5d\u003c/code\u003e\u003c/a\u003e Move cffi-gen-src release note to 2.1.0 notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a797055125e049fd79483d0dcdf8cff59c64c6e4\"\u003e\u003ccode\u003ea797055\u003c/code\u003e\u003c/a\u003e Make error message when embedding version test fails more friendly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/f1f40a8e1667b9ef6cf8fe3c451829408feab018\"\u003e\u003ccode\u003ef1f40a8\u003c/code\u003e\u003c/a\u003e Update changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/dc62c93af7be7c535dc17f621de2bfc99490d3bd\"\u003e\u003ccode\u003edc62c93\u003c/code\u003e\u003c/a\u003e Delete missed cp39 Windows builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/a34118009e64a7fed8ea49bdbad4d6a07494bb4f\"\u003e\u003ccode\u003ea341180\u003c/code\u003e\u003c/a\u003e Update version numbers to prepare for v2.1 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-cffi/cffi/commit/9f04d8506a6c7186dc3be7316f21aab042e075cb\"\u003e\u003ccode\u003e9f04d85\u003c/code\u003e\u003c/a\u003e Mark test using inet_ntoa as thread-unsafe\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-cffi/cffi/compare/v2.0.0...v2.1.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.4 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.5.0\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the option...\n\n_Description has been 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/github.com/aminalaee/uuid-utils"},{"name":"uvicorn","old_version":"0.27.1","new_version":"0.52.4","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"watchfiles","old_version":"1.1.0","new_version":"1.2.0","repository_url":"https://github.com/samuelcolvin/watchfiles"},{"name":"wcwidth","old_version":"0.5.3","new_version":"0.8.3","repository_url":"https://github.com/jquast/wcwidth"},{"name":"websocket-client","old_version":"1.8.0","new_version":"1.9.2","repository_url":"https://github.com/websocket-client/websocket-client"},{"name":"werkzeug","old_version":"3.1.6","new_version":"3.1.8","repository_url":"https://github.com/pallets/werkzeug"},{"name":"wsproto","old_version":"1.2.0","new_version":"1.3.2","repository_url":"https://github.com/python-hyper/wsproto"},{"name":"yarl","old_version":"1.20.1","new_version":"1.24.5","repository_url":"https://github.com/aio-libs/yarl"},{"name":"safety","old_version":"3.2.0","new_version":"3.8.1","repository_url":"https://github.com/pyupio/safety"},{"name":"opentelemetry-instrumentation-celery","old_version":"0.61b0","new_version":"0.65b0","repository_url":"https://github.com/open-telemetry/opentelemetry-python-contrib"},{"name":"langchain-community","old_version":"0.3.5","new_version":"0.4.2","repository_url":"https://github.com/langchain-ai/langchain-community"},{"name":"langserve","old_version":"0.2.1","new_version":"0.3.3","repository_url":"https://github.com/langchain-ai/langserve"},{"name":"autogen","old_version":"0.5.0","new_version":"0.14.1","repository_url":"https://github.com/ag2ai/ag2classic"},{"name":"eth-account","old_version":"0.13.0","new_version":"0.14.0","repository_url":"https://github.com/ApeWorX/eth-account"},{"name":"eth-keys","old_version":"0.7.1","new_version":"0.8.0","repository_url":"https://github.com/ApeWorX/eth-keys"},{"name":"semgrep","old_version":"1.92.0","new_version":"1.176.0","repository_url":"https://github.com/semgrep/semgrep"},{"name":"pytest-benchmark","old_version":"5.1.0","new_version":"5.3.0","repository_url":"https://github.com/ionelmc/pytest-benchmark"},{"name":"hypothesis","old_version":"6.131.0","new_version":"6.167.1","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"accelerate","old_version":"1.10.0","new_version":"1.14.0","repository_url":"https://github.com/huggingface/accelerate"},{"name":"bitsandbytes","old_version":"0.46.1","new_version":"0.50.2","repository_url":"https://github.com/bitsandbytes-foundation/bitsandbytes"},{"name":"langchain-text-splitters","old_version":"1.1.1","new_version":"1.1.2","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.7.16","new_version":"0.12.1","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"safetensors","old_version":"0.5.3","new_version":"0.8.0","repository_url":"https://github.com/huggingface/safetensors"},{"name":"streamlit","old_version":"1.54.0","new_version":"1.63.0","repository_url":"https://github.com/streamlit/streamlit"},{"name":"tokenizers","old_version":"0.21.4","new_version":"0.23.1","repository_url":"https://github.com/huggingface/tokenizers"},{"name":"torch","old_version":"2.2.0","new_version":"2.14.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"torchvision","old_version":"0.17.0","new_version":"0.29.0","repository_url":"https://github.com/pytorch/vision"},{"name":"torchaudio","old_version":"2.2.0","new_version":"2.11.0","repository_url":"https://github.com/pytorch/audio"},{"name":"scikit-image","old_version":"0.22.0","new_version":"0.26.0","repository_url":"https://github.com/scikit-image/scikit-image"},{"name":"soundfile","old_version":"0.12.1","new_version":"0.14.0","repository_url":"https://github.com/bastibe/python-soundfile"},{"name":"wyn-wav2lip","old_version":"0.1.0","new_version":"0.2.3"},{"name":"face-alignment","old_version":"1.4.1","new_version":"1.5.0","repository_url":"https://github.com/1adrianb/face-alignment"},{"name":"azure-cognitiveservices-speech","old_version":"1.35.0","new_version":"1.51.2"},{"name":"supabase","old_version":"2.3.4","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"}],"path":null,"ecosystem":"pip"},"body":"Bumps the patch-and-minor group with 189 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [anyio](https://github.com/agronholm/anyio) | `4.9.0` | `4.14.2` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.2` | `3.5.1` |\n| [httpx](https://github.com/encode/httpx) | `0.26.0` | `0.28.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [pyyaml](https://github.com/yaml/pyyaml) | `6.0.2` | `6.0.3` |\n| [requests](https://github.com/psf/requests) | `2.32.5` | `2.34.2` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.2.1` | `0.16.5` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.6.3` | `2.7.0` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.1` | `0.26.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.0.1` | `1.2.3` |\n| [wheel](https://github.com/pypa/wheel) | `0.46.2` | `0.48.0` |\n| [authlib](https://github.com/authlib/authlib) | `1.6.9` | `1.8.0` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.0` | `2.13.0` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.22` | `0.0.32` |\n| [tornado](https://github.com/tornadoweb/tornado) | `6.5.5` | `6.5.8` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.111.0` | `0.141.1` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.18.4` | `1.19.1` |\n| [annotated-doc](https://github.com/fastapi/annotated-doc) | `0.0.4` | `0.0.5` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| [apscheduler](https://github.com/agronholm/apscheduler) | `3.11.2` | `3.11.3` |\n| [arq](https://github.com/python-arq/arq) | `0.27.0` | `0.28.0` |\n| [asgiref](https://github.com/django/asgiref) | `3.11.1` | `3.12.1` |\n| [astroid](https://github.com/pylint-dev/astroid) | `4.0.4` | `4.3.1` |\n| [asyncpg](https://github.com/MagicStack/asyncpg) | `0.30.0` | `0.31.0` |\n| [bandit](https://github.com/PyCQA/bandit) | `1.8.6` | `1.9.4` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.13.4` | `4.15.0` |\n| [bidict](https://github.com/jab/bidict) | `0.23.1` | `0.24.1` |\n| [boto3](https://github.com/boto/boto3) | `1.42.64` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.42.64` | `1.43.86` |\n| [build](https://github.com/pypa/build) | `1.3.0` | `1.6.0` |\n| [celery](https://github.com/celery/celery) | `5.6.2` | `5.6.3` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [chromadb](https://github.com/chroma-core/chroma) | `1.0.15` | `1.5.9` |\n| [click](https://github.com/pallets/click) | `8.2.1` | `8.5.0` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.9.0` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.13.4` | `7.16.0` |\n| [cross-web](https://github.com/usecross/cross-web) | `0.4.1` | `0.7.0` |\n| [decorator](https://github.com/micheles/decorator) | `5.2.1` | `5.3.1` |\n| [deprecated](https://github.com/laurent-laporte-pro/deprecated) | `1.2.18` | `1.3.1` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [docstring-parser](https://github.com/rr-/docstring_parser) | `0.17.0` | `0.18.0` |\n| [durationpy](https://github.com/icholy/durationpy) | `0.10` | `0.11` |\n| [fabric](https://github.com/fabric/fabric) | `3.2.2` | `3.2.3` |\n| [fakeredis](https://github.com/cunla/fakeredis-py) | `2.33.0` | `2.37.1` |\n| [feedparser](https://github.com/kurtmckee/feedparser) | `6.0.11` | `6.0.14` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.20.3` | `3.32.5` |\n| [flask-cors](https://github.com/corydolphin/flask-cors) | `6.0.1` | `6.0.5` |\n| [flask-socketio](https://github.com/miguelgrinberg/flask-socketio) | `5.5.1` | `5.6.1` |\n| [flatbuffers](https://github.com/google/flatbuffers) | `25.2.10` | `25.12.19` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.60.2` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.7.0` | `1.8.0` |\n| [fsspec](https://github.com/fsspec/filesystem_spec) | `2026.3.0` | `2026.7.0` |\n| [geographiclib](https://github.com/geographiclib/geographiclib-python) | `2.0` | `2.1` |\n| [geopy](https://github.com/geopy/geopy) | `2.4.1` | `2.5.0` |\n| [gitpython](https://github.com/gitpython-developers/GitPython) | `3.1.50` | `3.1.61` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.3` | `2.57.0` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [graphql-core](https://github.com/graphql-python/graphql-core) | `3.2.8` | `3.2.12` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.3.2` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.74.0` | `1.83.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.3.0` | `3.4.1` |\n| [httptools](https://github.com/MagicStack/httptools) | `0.6.4` | `0.8.0` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.1.0` | `2.3.0` |\n| [jaraco-context](https://github.com/jaraco/jaraco.context) | `6.1.0` | `6.1.2` |\n| [jiter](https://github.com/pydantic/jiter) | `0.10.0` | `0.16.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.5.1` | `1.6.0` |\n| [jsonpointer](https://github.com/stefankoegl/python-json-pointer) | `3.0.0` | `3.1.1` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.25.0` | `4.26.0` |\n| [jsonschema-specifications](https://github.com/python-jsonschema/jsonschema-specifications) | `2025.4.1` | `2025.9.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.8` | `1.5.1` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.0` | `1.2.11` |\n| [langgraph-checkpoint](https://github.com/langchain-ai/langgraph) | `4.0.1` | `4.2.0` |\n| [langgraph-prebuilt](https://github.com/langchain-ai/langgraph) | `1.0.8` | `1.1.0` |\n| [langgraph-sdk](https://github.com/langchain-ai/langgraph) | `0.3.13` | `0.4.4` |\n| [levenshtein](https://github.com/rapidfuzz/Levenshtein) | `0.27.3` | `0.27.4` |\n| [lxml](https://github.com/lxml/lxml) | `6.1.0` | `6.1.3` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.12` | `1.4.1` |\n| [markupsafe](https://github.com/pallets/markupsafe) | `3.0.2` | `3.0.3` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.5` | `3.11.1` |\n| [mmh3](https://github.com/hajimes/mmh3) | `5.2.0` | `5.3.0` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.2` | `1.2.2` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.6.3` | `6.7.1` |\n| [narwhals](https://github.com/narwhals-dev/narwhals) | `2.0.1` | `2.25.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.5` | `3.6.1` |\n| [numpy](https://github.com/numpy/numpy) | `2.3.2` | `2.5.2` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.1` | `1.29.0` |\n| [openai](https://github.com/openai/openai-python) | `1.98.0` | `1.109.1` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-distro](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-instrumentation](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-asgi](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-fastapi](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-httpx](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-logging](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-redis](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-sqlalchemy](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-instrumentation-system-metrics](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.40.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.61b0` | `0.65b0` |\n| [opentelemetry-util-http](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.7` | `3.12.0` |\n| [pathspec](https://github.com/cpburnz/python-pathspec) | `1.1.0` | `1.1.1` |\n| [pip-tools](https://github.com/jazzband/pip-tools) | `7.5.3` | `7.6.1` |\n| [pip-audit](https://github.com/pypa/pip-audit) | `2.8.0` | `2.10.1` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.9.4` | `4.11.7` |\n| [prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) | `3.0.52` | `3.0.53` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.3.2` | `0.5.2` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.10` | `2.9.12` |\n| [py-cord](https://github.com/Pycord-Development/pycord) | `2.6.1` | `2.8.1` |\n| [pyasn1](https://github.com/pyasn1/pyasn1) | `0.6.3` | `0.6.4` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.2` | `1.5.0` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.13.1` | `2.15.0` |\n| [pydeck](https://github.com/visgl/deck.gl) | `0.9.1` | `0.9.3` |\n| [pygithub](https://github.com/pygithub/pygithub) | `2.9.0` | `2.10.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.20.0` | `2.21.0` |\n| [pylint](https://github.com/pylint-dev/pylint) | `4.0.5` | `4.0.8` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.3` | `3.3.2` |\n| [pypika](https://github.com/kayak/pypika) | `0.48.9` | `0.51.1` |\n| [pyreadline3](https://github.com/pyreadline3/pyreadline3) | `3.5.4` | `3.5.6` |\n| [python-engineio](https://github.com/miguelgrinberg/python-engineio) | `4.12.2` | `4.14.0` |\n| [python-levenshtein](https://github.com/rapidfuzz/python-Levenshtein) | `0.27.3` | `0.27.4` |\n| [python-socketio](https://github.com/miguelgrinberg/python-socketio) | `5.14.0` | `5.16.4` |\n| [qiskit](https://github.com/Qiskit/qiskit) | `2.3.1` | `2.5.2` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.14.3` | `3.14.6` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.36.2` | `0.37.0` |\n| ruamel-yaml | `0.18.14` | `0.19.1` |\n| ruamel-yaml-clib | `0.2.12` | `0.2.15` |\n| [rustworkx](https://github.com/Qiskit/rustworkx) | `0.17.1` | `0.18.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.16.0` | `0.19.2` |\n| [safehttpx](https://github.com/gradio-app/safehttpx) | `0.1.6` | `0.1.7` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.7.1` | `1.9.0` |\n| [scipy](https://github.com/scipy/scipy) | `1.12.0` | `1.18.1` |\n| [slowapi](https://github.com/laurents/slowapi) | `0.1.9` | `0.1.10` |\n| [smmap](https://github.com/gitpython-developers/smmap) | `5.0.2` | `5.0.3` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.7` | `2.9.2` |\n| [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) | `2.0.48` | `2.0.52` |\n| [stevedore](https://docs.openstack.org/stevedore) | `5.4.1` | `5.9.1` |\n| [strawberry-graphql](https://github.com/sponsors/strawberry-graphql) | `0.312.3` | `0.327.1` |\n| [tomlkit](https://github.com/python-poetry/tomlkit) | `0.13.3` | `0.15.1` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.66.1` | `4.70.0` |\n| [typer](https://github.com/fastapi/typer) | `0.16.0` | `0.27.2` |\n| [types-requests](https://github.com/python/typeshed) | `2.32.4.20260107` | `2.33.0.20260712` |\n| [typing-inspection](https://github.com/pydantic/typing-inspection) | `0.4.2` | `0.4.4` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.14.1` | `4.16.0` |\n| [tzlocal](https://github.com/regebro/tzlocal) | `5.3.1` | `5.4.4` |\n| [uuid-utils](https://github.com/aminalaee/uuid-utils) | `0.14.1` | `0.17.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.27.1` | `0.52.4` |\n| [watchfiles](https://github.com/samuelcolvin/watchfiles) | `1.1.0` | `1.2.0` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.5.3` | `0.8.3` |\n| [websocket-client](https://github.com/websocket-client/websocket-client) | `1.8.0` | `1.9.2` |\n| [werkzeug](https://github.com/pallets/werkzeug) | `3.1.6` | `3.1.8` |\n| [wsproto](https://github.com/python-hyper/wsproto) | `1.2.0` | `1.3.2` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.20.1` | `1.24.5` |\n| [safety](https://github.com/pyupio/safety) | `3.2.0` | `3.8.1` |\n| [opentelemetry-instrumentation-celery](https://github.com/open-telemetry/opentelemetry-python-contrib) | `0.61b0` | `0.65b0` |\n| [langchain-community](https://github.com/langchain-ai/langchain-community) | `0.3.5` | `0.4.2` |\n| [langserve](https://github.com/langchain-ai/langserve) | `0.2.1` | `0.3.3` |\n| [autogen](https://github.com/ag2ai/ag2classic) | `0.5.0` | `0.14.1` |\n| [eth-account](https://github.com/ApeWorX/eth-account) | `0.13.0` | `0.14.0` |\n| [eth-keys](https://github.com/ApeWorX/eth-keys) | `0.7.1` | `0.8.0` |\n| [semgrep](https://github.com/semgrep/semgrep) | `1.92.0` | `1.176.0` |\n| [pytest-benchmark](https://github.com/ionelmc/pytest-benchmark) | `5.1.0` | `5.3.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.10.0` | `1.14.0` |\n| [bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes) | `0.46.1` | `0.50.2` |\n| [langchain-text-splitters](https://github.com/langchain-ai/langchain) | `1.1.1` | `1.1.2` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.7.16` | `0.12.1` |\n| [safetensors](https://github.com/huggingface/safetensors) | `0.5.3` | `0.8.0` |\n| [streamlit](https://github.com/streamlit/streamlit) | `1.54.0` | `1.63.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.21.4` | `0.23.1` |\n| [torch](https://github.com/pytorch/pytorch) | `2.2.0` | `2.14.0` |\n| [torchvision](https://github.com/pytorch/vision) | `0.17.0` | `0.29.0` |\n| [torchaudio](https://github.com/pytorch/audio) | `2.2.0` | `2.11.0` |\n| [scikit-image](https://github.com/scikit-image/scikit-image) | `0.22.0` | `0.26.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| wyn-wav2lip | `0.1.0` | `0.2.3` |\n| [face-alignment](https://github.com/1adrianb/face-alignment) | `1.4.1` | `1.5.0` |\n| azure-cognitiveservices-speech | `1.35.0` | `1.51.2` |\n| [supabase](https://github.com/supabase/supabase-py) | `2.3.4` | `2.31.0` |\n\nUpdates `anyio` from 4.9.0 to 4.14.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/agronholm/anyio/releases\"\u003eanyio's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.14.2\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eChanged \u003ccode\u003eByteReceiveStream.receive()\u003c/code\u003e implementations to raise a \u003ccode\u003eValueError\u003c/code\u003e when \u003ccode\u003emax_bytes\u003c/code\u003e is not a positive integer (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1191\"\u003e#1191\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.total_tokens\u003c/code\u003e rejecting \u003ccode\u003efloat(\u0026quot;inf\u0026quot;)\u003c/code\u003e when the limiter was instantiated outside of an event loop. The adapter setter checked for infinity by identity (\u003ccode\u003evalue is math.inf\u003c/code\u003e), so only the exact \u003ccode\u003emath.inf\u003c/code\u003e singleton was accepted, while every backend setter (using \u003ccode\u003emath.isinf()\u003c/code\u003e) accepts any positive infinity (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1189\"\u003e#1189\u003c/a\u003e; PR by \u003ca href=\"https://github.com/greymoth-jp\"\u003e\u003ccode\u003e@​greymoth-jp\u003c/code\u003e\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eto_process.run_sync()\u003c/code\u003e deadlocking when the worker function writes enough data to \u003ccode\u003esys.stderr\u003c/code\u003e to fill the (undrained) pipe buffer. The worker process now redirects \u003ccode\u003esys.stderr\u003c/code\u003e to \u003ccode\u003eos.devnull\u003c/code\u003e as well, matching the documented behavior\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eTLSStream.wrap()\u003c/code\u003e matching an internationalized (unicode) host name against the peer certificate using IDNA 2003 (via the standard library) instead of IDNA 2008, which could cause the host name to be matched against the wrong certificate (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1208\"\u003e#1208\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eanyio.open_process()\u003c/code\u003e (and \u003ccode\u003erun_process()\u003c/code\u003e) ignoring the \u003ccode\u003eextra_groups\u003c/code\u003e argument, as it mistakenly passed the value of the \u003ccode\u003egroup\u003c/code\u003e argument instead (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1209\"\u003e#1209\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.acquire_nowait()\u003c/code\u003e and \u003ccode\u003eCapacityLimiter.acquire_nowait_on_behalf_of()\u003c/code\u003e raising \u003ccode\u003etrio.WouldBlock\u003c/code\u003e instead of \u003ccode\u003eanyio.WouldBlock\u003c/code\u003e on the \u003ccode\u003etrio\u003c/code\u003e backend when there are no tokens available (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1218\"\u003e#1218\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter\u003c/code\u003e on the asyncio backend over-granting tokens (\u003ccode\u003eborrowed_tokens\u003c/code\u003e exceeding \u003ccode\u003etotal_tokens\u003c/code\u003e and \u003ccode\u003eavailable_tokens\u003c/code\u003e going negative) when a non-blocking acquire was made in the window between a token being released and the notified waiter resuming. The freed token is now reserved for the woken waiter right away, so the non-blocking acquire correctly raises \u003ccode\u003eWouldBlock\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1170\"\u003e#1170\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gaoflow\"\u003e\u003ccode\u003e@​gaoflow\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed unnecessary CPU spin when delivering cancellation from \u003ccode\u003eCancelScope\u003c/code\u003e on asyncio under certain conditions, including improper cancel scope nesting (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1111\"\u003e#1111\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e4.14.1\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFixed teardown of higher-scoped async fixtures failing on asyncio with \u003ccode\u003eRuntimeError: Attempted to exit cancel scope in a different task than it was entered in\u003c/code\u003e when an async test raise an outcome exception (e.g., \u003ccode\u003epytest.skip()\u003c/code\u003e, \u003ccode\u003epytest.xfail()\u003c/code\u003e, or \u003ccode\u003epytest.fail()\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1179\"\u003e#1179\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed \u003ccode\u003eCapacityLimiter.total_tokens\u003c/code\u003e rejecting a value of \u003ccode\u003e0\u003c/code\u003e when the limiter was instantiated outside of an event loop, contradicting the documented behavior of allowing 0 total tokens (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1183\"\u003e#1183\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nyxst4ck\"\u003e\u003ccode\u003e@​nyxst4ck\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e4.14.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for Python 3.15\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded an asynchronous implementation of the \u003ccode\u003eitertools\u003c/code\u003e module (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/998\"\u003e#998\u003c/a\u003e; PR by \u003ca href=\"https://github.com/11kkw\"\u003e\u003ccode\u003e@​11kkw\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003elocal_port\u003c/code\u003e parameter to \u003ccode\u003econnect_tcp()\u003c/code\u003e to allow binding to a specific local port before connecting (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1067\"\u003e#1067\u003c/a\u003e; PR by \u003ca href=\"https://github.com/nullwiz\"\u003e\u003ccode\u003e@​nullwiz\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded support for custom capacity limiters in async path and file I/O functions and classes\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003ecreate_task()\u003c/code\u003e task group method for easier asyncio migration (returns a \u003ccode\u003eTaskHandle\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1098\"\u003e#1098\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged \u003ccode\u003eTaskGroup.start_soon()\u003c/code\u003e to return a \u003ccode\u003eTaskHandle\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded an option for \u003ccode\u003eTaskGroup.start()\u003c/code\u003e to return a \u003ccode\u003eTaskHandle\u003c/code\u003e (which then contains the start value in the \u003ccode\u003estart_value\u003c/code\u003e property)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAdded the \u003ccode\u003ecancel()\u003c/code\u003e convenience method to \u003ccode\u003eTaskGroup\u003c/code\u003e as a shortcut for cancelling the task group's cancel scope\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImproved the error message when a known backend is not installed to suggest the install command (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1115\"\u003e#1115\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImproved \u003ccode\u003eanyio.Path\u003c/code\u003e to preserve subclass types by returning \u003ccode\u003eSelf\u003c/code\u003e in methods that return path objects (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1130\"\u003e#1130\u003c/a\u003e; PR by \u003ca href=\"https://github.com/EmmanuelNiyonshuti\"\u003e\u003ccode\u003e@​EmmanuelNiyonshuti\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged the parameter type annotation in \u003ccode\u003eanyio.Path.write_bytes()\u003c/code\u003e to accept any \u003ccode\u003eReadableBuffer\u003c/code\u003e, thus allowing it to accept \u003ccode\u003ebytearray\u003c/code\u003e and \u003ccode\u003ememoryview\u003c/code\u003e to match \u003ccode\u003epathlib.Path.write_bytes()\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1135\"\u003e#1135\u003c/a\u003e; PR by \u003ca href=\"https://github.com/SAY-5\"\u003e\u003ccode\u003e@​SAY-5\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged several type annotations to only accept callables returning coroutine-like objects instead of arbitrary awaitables:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eTaskGroup.start_soon()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTaskGroup.start()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eanyio.from_thread.run()\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThis reverts an earlier change from v3.7.0 which was made in error. (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1153\"\u003e#1153\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged \u003ccode\u003eanyio.run\u003c/code\u003e to support callables returning arbitrary awaitables at runtime on all backends. Previously, this only worked on asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/pull/1171\"\u003e#1171\u003c/a\u003e; PR by \u003ca href=\"https://github.com/gschaffner\"\u003e\u003ccode\u003e@​gschaffner\u003c/code\u003e\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eChanged several classes (and their subclasses) to have \u003ccode\u003e__slots__\u003c/code\u003e (with \u003ccode\u003e__weakref__\u003c/code\u003e):\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eanyio.CancelScope\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/c384f99687c64c59ed8a11c3a0f11a2d57daff71\"\u003e\u003ccode\u003ec384f99\u003c/code\u003e\u003c/a\u003e Bumped up the version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/dbba29d1ade7936f18fb71ba24aa92978673482a\"\u003e\u003ccode\u003edbba29d\u003c/code\u003e\u003c/a\u003e Fixed 100% CPU spin on cancel scope misuse (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1217\"\u003e#1217\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6bbc6c33caabc13af5bc4256f745027cf8d5d7b8\"\u003e\u003ccode\u003e6bbc6c3\u003c/code\u003e\u003c/a\u003e Fix CapacityLimiter over-granting tokens on asyncio (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1172\"\u003e#1172\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/6f82b2537cbbe98f3df3f295499056ab7de0b15b\"\u003e\u003ccode\u003e6f82b25\u003c/code\u003e\u003c/a\u003e Refactored TestTLSStream.test_receive_invalid_max_bytes() to be less flaky\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/be24b0414f67f604bcbdd5ea3bcc56ab920d872e\"\u003e\u003ccode\u003ebe24b04\u003c/code\u003e\u003c/a\u003e Relaxed timeouts to fix test flakiness\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/81135065749b4f60c06619b9caaf0a11871c1ddf\"\u003e\u003ccode\u003e8113506\u003c/code\u003e\u003c/a\u003e Fix test flakiness caused by slow callback duration logging\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/1e988b617b69588e33fecb75e36a9837245f562f\"\u003e\u003ccode\u003e1e988b6\u003c/code\u003e\u003c/a\u003e Fixed CapacityLimiter raising trio.WouldBlock instead of anyio.WouldBlock (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1\"\u003e#1\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/44713f345cd29dd4e7d76553c134543a1296cc62\"\u003e\u003ccode\u003e44713f3\u003c/code\u003e\u003c/a\u003e Pin setup-uv to a commit sha across downstream jobs (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1213\"\u003e#1213\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/f1b7301c8264b0d2e8d24a5788fd29e93dea4040\"\u003e\u003ccode\u003ef1b7301\u003c/code\u003e\u003c/a\u003e Fixed stderr writes in a worker subprocess causing a deadlock (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1207\"\u003e#1207\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/agronholm/anyio/commit/212be93c2cf2c841e753e95e5e2c543ee7feca90\"\u003e\u003ccode\u003e212be93\u003c/code\u003e\u003c/a\u003e Fix flaky test_tcp_listener_same_port using a hardcoded port (\u003ca href=\"https://redirect.github.com/agronholm/anyio/issues/1206\"\u003e#1206\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/agronholm/anyio/compare/4.9.0...4.14.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `charset-normalizer` from 3.4.2 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/releases\"\u003echarset-normalizer's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 3.5.1\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.5.0\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the optional mypyc build with Cython extensions while retaining the\npure Python fallback. The previous engine (mypyc) started to hit rough limit around\nthe optimization of our noise/coherence detector while Cython allows us to\nsteer the engine toward the right generated optimized sources.\nThis change SHOULD not impact bundler (e.g. Pyinstaller) as the module are\nimmediately discoverable (i.e. not hidden import like mypyc did).\nMoreover, a long wished distribution is the abi3 wheels, this will allow us\nto no longer rush each year when a new Python interpreter is released.\nWe still distribute the interpreter specific wheels for faster performance.\u003c/li\u003e\n\u003cli\u003eApplied micro-optimization on several utils.\u003c/li\u003e\n\u003cli\u003eCharsetMatches no longer sort on each match insertion.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved an old performance optimization attempt in apy.py (success_fast_tracked+payload_result_cache).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.4.9\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.8...3.4.9\"\u003e3.4.9\u003c/a\u003e (2026-07-07)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRegression in our fallback path leading to a decode error. (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/771\"\u003e#771\u003c/a\u003e)\nWe've yanked 3.4.8 as a result of that bug.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 3.4.8\u003c/h2\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.7...3.4.8\"\u003e3.4.8\u003c/a\u003e (2026-07-06)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md\"\u003echarset-normalizer's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.5.0...3.5.1\"\u003e3.5.1\u003c/a\u003e (2026-08-15)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRaised upper bound of setuptools to v84 (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCache performance access optimization for our CharInfo struct (prebuilt only).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNo longer decoding large content when the noise detector output give a high entropy.\nOnly impacted large content input \u0026gt;1M bytes.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.9...3.5.0\"\u003e3.5.0\u003c/a\u003e (2026-08-12)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eExplicit support for Python 3.15\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eComparing a CharsetMatch to a non-alias encoding strings (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/773\"\u003e#773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReturn 0.0 CharsetMatch.multi_byte_usage for empty payloads instead of crashing (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/774\"\u003e#774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eA file with both a charset declaration and BOM/SIG did not verify first the BOM/SIG charset.\u003c/li\u003e\n\u003cli\u003eiso2022* cases misdetected due to a flaw in our multibyte chunking logic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReplaced the optional mypyc build with Cython extensions while retaining the\npure Python fallback. The previous engine (mypyc) started to hit rough limit around\nthe optimization of our noise/coherence detector while Cython allows us to\nsteer the engine toward the right generated optimized sources.\nThis change SHOULD not impact bundler (e.g. Pyinstaller) as the module are\nimmediately discoverable (i.e. not hidden import like mypyc did).\nMoreover, a long wished distribution is the abi3 wheels, this will allow us\nto no longer rush each year when a new Python interpreter is released.\nWe still distribute the interpreter specific wheels for faster performance.\u003c/li\u003e\n\u003cli\u003eApplied micro-optimization on several utils.\u003c/li\u003e\n\u003cli\u003eCharsetMatches no longer sort on each match insertion.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved an old performance optimization attempt in apy.py (success_fast_tracked+payload_result_cache).\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.8...3.4.9\"\u003e3.4.9\u003c/a\u003e (2026-07-07)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eRegression in our fallback path leading to a decode error. (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/771\"\u003e#771\u003c/a\u003e)\nWe've yanked 3.4.8 as a result of that bug.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/Ousret/charset_normalizer/compare/3.4.7...3.4.8\"\u003e3.4.8\u003c/a\u003e (2026-07-06)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eWall import time due to cascade codec imports for our multibyte first sort of iana supported codecs (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/742\"\u003e#742\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUnnecessary json import at runtime (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/753\"\u003e#753\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eInverse capitalization not seen by noise detector (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/731\"\u003e#731\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/e239bdc5cc1eb1f0db08d4046ad531f805dbea71\"\u003e\u003ccode\u003ee239bdc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/795\"\u003e#795\u003c/a\u003e from jawah/release-3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/648ad776db64a00aa7efd70a94656ac43784abb3\"\u003e\u003ccode\u003e648ad77\u003c/code\u003e\u003c/a\u003e docs: update faq\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/fab27492c39baa61aca12826022e266781108570\"\u003e\u003ccode\u003efab2749\u003c/code\u003e\u003c/a\u003e docs: write changelog for 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/7d32774e75d16cccd3d22c758a77fca135952787\"\u003e\u003ccode\u003e7d32774\u003c/code\u003e\u003c/a\u003e chore: bump version to 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/9a69f609f254ba4bfe9d0cbf375728e43360cdf2\"\u003e\u003ccode\u003e9a69f60\u003c/code\u003e\u003c/a\u003e docs: update data/info\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/5dcc6dd81a8a0a4bd525f8d6f508da8285caf402\"\u003e\u003ccode\u003e5dcc6dd\u003c/code\u003e\u003c/a\u003e perf: charinfo cache access optimization in cython\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/ea3b4479270762be1228562c590e5a212727f208\"\u003e\u003ccode\u003eea3b447\u003c/code\u003e\u003c/a\u003e fix: do not validate-decode large payload when md says it's noise\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/a05917f87b5f71d6022d8abe2b0af239f65c1111\"\u003e\u003ccode\u003ea05917f\u003c/code\u003e\u003c/a\u003e chore: allow setuptools 84 builds (\u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/794\"\u003e#794\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/3325d87c3c73fa1a8746947151faaf9a41177543\"\u003e\u003ccode\u003e3325d87\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/jawah/charset_normalizer/issues/792\"\u003e#792\u003c/a\u003e from jawah/update-cibuildwheel-action\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jawah/charset_normalizer/commit/77203b104216a6d578a682b5ac0514750aa988f7\"\u003e\u003ccode\u003e77203b1\u003c/code\u003e\u003c/a\u003e chore: reformat noxfile.py\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/jawah/charset_normalizer/compare/3.4.2...3.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `httpx` from 0.26.0 to 0.28.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/encode/httpx/releases\"\u003ehttpx's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.28.1\u003c/h2\u003e\n\u003ch2\u003e0.28.1 (6th December, 2024)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix SSL case where \u003ccode\u003everify=False\u003c/code\u003e together with client side certificates.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.28.0\u003c/h2\u003e\n\u003ch2\u003e0.28.0 (28th November, 2024)\u003c/h2\u003e\n\u003cp\u003eThe 0.28 release includes a limited set of deprecations.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeprecations\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003eWe are working towards a simplified SSL configuration API.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFor users of the standard \u003ccode\u003everify=True\u003c/code\u003e or \u003ccode\u003everify=False\u003c/code\u003e cases, or \u003ccode\u003everify=\u0026lt;ssl_context\u0026gt;\u003c/code\u003e case this should require no changes. The following cases have been deprecated...\u003c/em\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003everify\u003c/code\u003e argument as a string argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ecert\u003c/code\u003e argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eOur revised \u003ca href=\"https://github.com/encode/httpx/blob/HEAD/docs/advanced/ssl.md\"\u003eSSL documentation\u003c/a\u003e covers how to implement the same behaviour with a more constrained API.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe following changes are also included\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eproxies\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eapp\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eJSON request bodies use a compact representation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3363\"\u003e#3363\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReview URL percent escape sets, based on WHATWG spec. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3371\"\u003e#3371\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/encode/httpx/issues/3373\"\u003e#3373\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEnsure \u003ccode\u003ecertifi\u003c/code\u003e and \u003ccode\u003ehttpcore\u003c/code\u003e are only imported if required. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3377\"\u003e#3377\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003esocks5h\u003c/code\u003e as a valid proxy scheme. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3178\"\u003e#3178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCleanup \u003ccode\u003eRequest()\u003c/code\u003e method signature in line with \u003ccode\u003eclient.request()\u003c/code\u003e and \u003ccode\u003ehttpx.request()\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3378\"\u003e#3378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eBugfix: When passing \u003ccode\u003eparams={}\u003c/code\u003e, always strictly update rather than merge with an existing querystring. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.27.2\u003c/h2\u003e\n\u003ch2\u003e0.27.2 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReintroduced supposedly-private \u003ccode\u003eURLTypes\u003c/code\u003e shortcut. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/2673\"\u003e#2673\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 0.27.1\u003c/h2\u003e\n\u003ch2\u003e0.27.1 (27th August, 2024)\u003c/h2\u003e\n\u003ch2\u003eAdded\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for \u003ccode\u003ezstd\u003c/code\u003e content decoding using the python \u003ccode\u003ezstandard\u003c/code\u003e package is added. Installable using \u003ccode\u003ehttpx[zstd]\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3139\"\u003e#3139\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved error messaging for \u003ccode\u003eInvalidURL\u003c/code\u003e exceptions. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3250\"\u003e#3250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eapp\u003c/code\u003e type signature in \u003ccode\u003eASGITransport\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3109\"\u003e#3109\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/encode/httpx/blob/master/CHANGELOG.md\"\u003ehttpx's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.28.1 (6th December, 2024)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix SSL case where \u003ccode\u003everify=False\u003c/code\u003e together with client side certificates.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.28.0 (28th November, 2024)\u003c/h2\u003e\n\u003cp\u003eBe aware that the default \u003cem\u003eJSON request bodies now use a more compact representation\u003c/em\u003e. This is generally considered a prefered style, tho may require updates to test suites.\u003c/p\u003e\n\u003cp\u003eThe 0.28 release includes a limited set of deprecations...\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeprecations\u003c/strong\u003e:\u003c/p\u003e\n\u003cp\u003eWe are working towards a simplified SSL configuration API.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFor users of the standard \u003ccode\u003everify=True\u003c/code\u003e or \u003ccode\u003everify=False\u003c/code\u003e cases, or \u003ccode\u003everify=\u0026lt;ssl_context\u0026gt;\u003c/code\u003e case this should require no changes. The following cases have been deprecated...\u003c/em\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003everify\u003c/code\u003e argument as a string argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ecert\u003c/code\u003e argument is now deprecated and will raise warnings.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eOur revised \u003ca href=\"https://github.com/encode/httpx/blob/master/docs/advanced/ssl.md\"\u003eSSL documentation\u003c/a\u003e covers how to implement the same behaviour with a more constrained API.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe following changes are also included\u003c/strong\u003e:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eproxies\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003eapp\u003c/code\u003e argument has now been removed.\u003c/li\u003e\n\u003cli\u003eJSON request bodies use a compact representation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3363\"\u003e#3363\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReview URL percent escape sets, based on WHATWG spec. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3371\"\u003e#3371\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/encode/httpx/issues/3373\"\u003e#3373\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEnsure \u003ccode\u003ecertifi\u003c/code\u003e and \u003ccode\u003ehttpcore\u003c/code\u003e are only imported if required. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3377\"\u003e#3377\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003esocks5h\u003c/code\u003e as a valid proxy scheme. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3178\"\u003e#3178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eCleanup \u003ccode\u003eRequest()\u003c/code\u003e method signature in line with \u003ccode\u003eclient.request()\u003c/code\u003e and \u003ccode\u003ehttpx.request()\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3378\"\u003e#3378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eBugfix: When passing \u003ccode\u003eparams={}\u003c/code\u003e, always strictly update rather than merge with an existing querystring. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.2 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eReintroduced supposedly-private \u003ccode\u003eURLTypes\u003c/code\u003e shortcut. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/2673\"\u003e#2673\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.1 (27th August, 2024)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for \u003ccode\u003ezstd\u003c/code\u003e content decoding using the python \u003ccode\u003ezstandard\u003c/code\u003e package is added. Installable using \u003ccode\u003ehttpx[zstd]\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3139\"\u003e#3139\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved error messaging for \u003ccode\u003eInvalidURL\u003c/code\u003e exceptions. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3250\"\u003e#3250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eapp\u003c/code\u003e type signature in \u003ccode\u003eASGITransport\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3109\"\u003e#3109\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.27.0 (21st February, 2024)\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/26d48e0634e6ee9cdc0533996db289ce4b430177\"\u003e\u003ccode\u003e26d48e0\u003c/code\u003e\u003c/a\u003e Version 0.28.1 (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3445\"\u003e#3445\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/89599a9541af14bcf906fc4ed58ccbdf403802ba\"\u003e\u003ccode\u003e89599a9\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003everify=False\u003c/code\u003e, \u003ccode\u003ecert=...\u003c/code\u003e case. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3442\"\u003e#3442\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/8ecb86f0d74ffc52d4663214fae9526bee89358d\"\u003e\u003ccode\u003e8ecb86f\u003c/code\u003e\u003c/a\u003e Add test for request params behavior changes (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3364\"\u003e#3364\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3440\"\u003e#3440\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/0cb7e5a2e736628e2f506d259fcf0d48cd2bde82\"\u003e\u003ccode\u003e0cb7e5a\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 11 updates (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3434\"\u003e#3434\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/15e21e9ea3cad4f06e22a7e704aabefdf43d2e29\"\u003e\u003ccode\u003e15e21e9\u003c/code\u003e\u003c/a\u003e Updating deprecated docstring Client() class (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3426\"\u003e#3426\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/80960fa31918d7663c3f4c3ad61661cf0e80628f\"\u003e\u003ccode\u003e80960fa\u003c/code\u003e\u003c/a\u003e Version 0.28.0. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3419\"\u003e#3419\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/a33c87852b8a0dddc65e5f739af1e0a6fca4b91f\"\u003e\u003ccode\u003ea33c878\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eextensions\u003c/code\u003e type annotation. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3380\"\u003e#3380\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/ce7e14da27abba6574be9b3ea7cd5990556a9343\"\u003e\u003ccode\u003ece7e14d\u003c/code\u003e\u003c/a\u003e Error on verify as str. (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3418\"\u003e#3418\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/47f4a96ffaaaa07dca1614409549b5d7a6e7af49\"\u003e\u003ccode\u003e47f4a96\u003c/code\u003e\u003c/a\u003e Handle empty zstd responses (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3412\"\u003e#3412\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/encode/httpx/commit/189fc4bcbe5f314128775dec66a616ac9a31ad48\"\u003e\u003ccode\u003e189fc4b\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md, fix typo(s) (\u003ca href=\"https://redirect.github.com/encode/httpx/issues/3406\"\u003e#3406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/encode/httpx/compare/0.26.0...0.28.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `idna` from 3.10 to 3.19\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/releases\"\u003eidna's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev3.19\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRestore the \u003ccode\u003estd3_rules\u003c/code\u003e option, which had no effect since changes\nto UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e processing in Unicode 16. Note that \u003ccode\u003euts46_remap()\u003c/code\u003e\ndefaults to enabling STD3 rules, so direct callers will see input\ncontaining non-LDH ASCII characters rejected again.\u003c/li\u003e\n\u003cli\u003ePerformance improvements to UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e mapping, particularly for\nASCII-only domains.\u003c/li\u003e\n\u003cli\u003eTest on free-threaded CPython with the GIL disabled and document\nthread safety.\u003c/li\u003e\n\u003cli\u003eExpose the Unicode version of the generated tables as\n\u003ccode\u003eidna.unicode_version\u003c/code\u003e, and show it in \u003ccode\u003eidna --version\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003ecode\u003c/code\u003e, \u003ccode\u003etext\u003c/code\u003e, \u003ccode\u003ecodepoint\u003c/code\u003e and \u003ccode\u003eposition\u003c/code\u003e attributes to\n\u003ccode\u003eIDNAError\u003c/code\u003e so that the failed rule and the offending character can\nbe identified without parsing the exception message.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003etransitional\u003c/code\u003e argument to \u003ccode\u003eencode()\u003c/code\u003e and\n\u003ccode\u003euts46_remap()\u003c/code\u003e is now completely ignored, and gives a deprecation warning\nfor the latter.\u003c/li\u003e\n\u003cli\u003eReject A-labels that are not the canonical Punycode encoding of\ntheir U-label.\u003c/li\u003e\n\u003cli\u003eFix CONTEXTJ violations raising \u003ccode\u003eIDNAError\u003c/code\u003e instead of\n\u003ccode\u003eInvalidCodepointContext\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eConsistently raise \u003ccode\u003eIDNAError\u003c/code\u003e for empty labels and non-ASCII bytes\npassed to label helper functions and the incremental codec.\u003c/li\u003e\n\u003cli\u003eAdd property-based tests, extended fuzzing targets, coverage\nmeasurement, and CI checks that the data tables match the generator\noutput.\u003c/li\u003e\n\u003cli\u003eVarious code quality and tooling improvements.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to stefan6419846, LouieLuNZ, and Salvatore Corvaglia for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003ev3.18\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.17\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.16\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.15\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.14\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.13\u003c/h2\u003e\n\u003cp\u003eNo release notes provided.\u003c/p\u003e\n\u003ch2\u003ev3.12\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/blob/master/HISTORY.md\"\u003eidna's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e3.19 (2026-08-18)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRestore the \u003ccode\u003estd3_rules\u003c/code\u003e option, which had no effect since changes\nto UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e processing in Unicode 16. Note that \u003ccode\u003euts46_remap()\u003c/code\u003e\ndefaults to enabling STD3 rules, so direct callers will see input\ncontaining non-LDH ASCII characters rejected again.\u003c/li\u003e\n\u003cli\u003ePerformance improvements to UTS \u003ca href=\"https://redirect.github.com/kjd/idna/issues/46\"\u003e#46\u003c/a\u003e mapping, particularly for\nASCII-only domains.\u003c/li\u003e\n\u003cli\u003eTest on free-threaded CPython with the GIL disabled and document\nthread safety.\u003c/li\u003e\n\u003cli\u003eExpose the Unicode version of the generated tables as\n\u003ccode\u003eidna.unicode_version\u003c/code\u003e, and show it in \u003ccode\u003eidna --version\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003ecode\u003c/code\u003e, \u003ccode\u003etext\u003c/code\u003e, \u003ccode\u003ecodepoint\u003c/code\u003e and \u003ccode\u003eposition\u003c/code\u003e attributes to\n\u003ccode\u003eIDNAError\u003c/code\u003e so that the failed rule and the offending character can\nbe identified without parsing the exception message.\u003c/li\u003e\n\u003cli\u003eThe deprecated \u003ccode\u003etransitional\u003c/code\u003e argument to \u003ccode\u003eencode()\u003c/code\u003e and\n\u003ccode\u003euts46_remap()\u003c/code\u003e is now completely ignored, and gives a deprecation warning\nfor the latter.\u003c/li\u003e\n\u003cli\u003eReject A-labels that are not the canonical Punycode encoding of\ntheir U-label.\u003c/li\u003e\n\u003cli\u003eFix CONTEXTJ violations raising \u003ccode\u003eIDNAError\u003c/code\u003e instead of\n\u003ccode\u003eInvalidCodepointContext\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eConsistently raise \u003ccode\u003eIDNAError\u003c/code\u003e for empty labels and non-ASCII bytes\npassed to label helper functions and the incremental codec.\u003c/li\u003e\n\u003cli\u003eAdd property-based tests, extended fuzzing targets, coverage\nmeasurement, and CI checks that the data tables match the generator\noutput.\u003c/li\u003e\n\u003cli\u003eVarious code quality and tooling improvements.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to stefan6419846, LouieLuNZ, and Salvatore Corvaglia for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003e3.18 (2026-06-02)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eWhen decoding a domain, add a \u003ccode\u003edisplay\u003c/code\u003e argument that will pass\nthrough invalid labels rather than raising an exception.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.17 (2026-05-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSubstantial 75% reduction in memory usage through new data\nstructures and some optimization in processing speed.\u003c/li\u003e\n\u003cli\u003eAdded a general 1024-character input length cap to the public\nvalidation, conversion, and codec entry points. This is well above\nany legitimate domain or label and guards against pathological\ninputs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.16 (2026-05-22)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd a command-line interface (\u003ccode\u003epython -m idna\u003c/code\u003e, also available as\nthe \u003ccode\u003eidna\u003c/code\u003e script). Encodes or decodes one or more domains supplied\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/03a9a11dd8aecd4fea742cabe20f4d3d9ed82abb\"\u003e\u003ccode\u003e03a9a11\u003c/code\u003e\u003c/a\u003e Release 3.19\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/2d2a7ef0c59210a48407b3dde6d884933cecf093\"\u003e\u003ccode\u003e2d2a7ef\u003c/code\u003e\u003c/a\u003e Pre-release 3.19rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/5cce1308d148019c5fa0febceafa13e99cdacfe7\"\u003e\u003ccode\u003e5cce130\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/268\"\u003e#268\u003c/a\u003e from kjd/fix-std3-regex-alert\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/3914b75f3e4cbc11e59f92eeecdb16d10871e57f\"\u003e\u003ccode\u003e3914b75\u003c/code\u003e\u003c/a\u003e Split the STD3 disallowed-character range so uppercase is explicit\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/ce9fd98ac4073866db276e93834b259f2a5a4ac4\"\u003e\u003ccode\u003ece9fd98\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/267\"\u003e#267\u003c/a\u003e from kjd/housekeeping\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/809240c3cc9358c9c9c79b2d12ffe39e75ccfb0f\"\u003e\u003ccode\u003e809240c\u003c/code\u003e\u003c/a\u003e Fail CI when the license copyright year is behind the current year\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/d9e16c523d7d25dcc14100fa80f3e303404e09be\"\u003e\u003ccode\u003ed9e16c5\u003c/code\u003e\u003c/a\u003e Consolidate test fixtures, prune stale gitignore entries, and fix doc typos\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/ef30feeed3a758e96286fdab0315a551f7f5e7d6\"\u003e\u003ccode\u003eef30fee\u003c/code\u003e\u003c/a\u003e Remove dead code and pare back superfluous comments\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/b907913f854d26cc714f721c6c2cb626d41ac468\"\u003e\u003ccode\u003eb907913\u003c/code\u003e\u003c/a\u003e Tighten the version support and Unicode notes in the README\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/6204cbe343ef438df7c58bc80b94d0f960991d90\"\u003e\u003ccode\u003e6204cbe\u003c/code\u003e\u003c/a\u003e Ignore local build artifacts and stop packaging stray tooling config\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/kjd/idna/compare/v3.10...v3.19\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pyyaml` from 6.0.2 to 6.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/yaml/pyyaml/releases\"\u003epyyaml's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e6.0.3\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14 and free-threading (experimental).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\"\u003ehttps://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/yaml/pyyaml/blob/6.0.3/CHANGES\"\u003epyyaml's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e6.0.3 (2025-09-25)\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/yaml/pyyaml/pull/864\"\u003eyaml/pyyaml#864\u003c/a\u003e -- Support for Python 3.14 and free-threading (experimental)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/yaml/pyyaml/commit/49790e73684bebad1df05ef8d828fa12f685bffb\"\u003e\u003ccode\u003e49790e7\u003c/code\u003e\u003c/a\u003e Release 6.0.3 (\u003ca href=\"https://redirect.github.com/yaml/pyyaml/issues/889\"\u003e#889\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/yaml/pyyaml/compare/6.0.2...6.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.5 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.5...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `ruff` from 0.2.1 to 0.16.5\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/astral-sh/ruff/releases\"\u003eruff's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.16.5\u003c/h2\u003e\n\u003ch2\u003eRelease Notes\u003c/h2\u003e\n\u003cp\u003eReleased on 2026-08-27.\u003c/p\u003e\n\u003ch3\u003ePreview features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAllow rules without codes (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28049\"\u003e#28049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eIntroduce category selectors (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27666\"\u003e#27666\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUpdate preview default rules and categories (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27877\"\u003e#27877\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-async\u003c/code\u003e] Detect blocking generic HTTP requests (\u003ccode\u003eASYNC210\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28024\"\u003e#28024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-datetimez\u003c/code\u003e] Allow timezone-safe \u003ccode\u003estrptime\u003c/code\u003e chains (\u003ccode\u003eDTZ007\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28023\"\u003e#28023\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eflake8-simplify\u003c/code\u003e] Respect side effects in \u003ccode\u003elambda\u003c/code\u003e defaults (\u003ccode\u003eSIM401\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28000\"\u003e#28000\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eServer\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eFix duplicated \u0026quot;of\u0026quot; in \u003ccode\u003eClientOptions\u003c/code\u003e doc comment (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27978\"\u003e#27978\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDocument rule acceptance guidelines (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27910\"\u003e#27910\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eDocument the new category selectors (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/27906\"\u003e#27906\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/AlexWaygood\"\u003e\u003ccode\u003e@​AlexWaygood\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/sharkdp\"\u003e\u003ccode\u003e@​sharkdp\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jelle-openai\"\u003e\u003ccode\u003e@​jelle-openai\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/charliermarsh\"\u003e\u003ccode\u003e@​charliermarsh\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ntBre\"\u003e\u003ccode\u003e@​ntBre\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aarushkandukoori\"\u003e\u003ccode\u003e@​aarushkandukoori\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eInstall ruff 0.16.5\u003c/h2\u003e\n\u003ch3\u003eInstall prebuilt binaries via shell script\u003c/h3\u003e\n\u003cpre lang=\"sh\"\u003e\u003ccode\u003ecurl --proto '=https' --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.16.5/ruff-installer.sh | sh\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch3\u003eInstall prebuilt binaries via powershell script\u003c/h3\u003e\n\u003cpre lang=\"sh\"\u003e\u003ccode\u003epowershell -ExecutionPolicy Bypass -c \u0026quot;irm https://releases.astral.sh/github/ruff/releases/download/0.16.5/ruff-installer.ps1 | iex\u0026quot;\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eDownload ruff 0.16.5\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md\"\u003eruff's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.16.5\u003c/h2\u003e\n\u003cp\u003eReleased on 2026-08-27.\u003c/p\u003e\n\u003ch3\u003ePreview features\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAllow rules without codes (\u003ca href=\"https://redirect.github.com/astral-sh/ruff/pull/28049\"\u003e#28049\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eIntroduce category selectors (\u003ca href=\"https://red...\n\n_Description has been 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the minor-update group with 179 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.28.0` | `1.29.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.86` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.11.1` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.0` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.1` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| detect-installer | `0.1.0` | `0.2.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.24.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.52.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.2` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.28.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.28.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and headers from dependencies in `app.fron...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/1d211b9c1009d577f39fa2b19b10d9a93a72a0ed\"\u003e\u003ccode\u003e1d211b9\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/8a1f8768411e62093e70ce142ea10863a485643c\"\u003e\u003ccode\u003e8a1f876\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16104\"\u003e#16104\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7e7b651d6946c07cc9f675f39c9501d08319e57\"\u003e\u003ccode\u003ec7e7b65\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.0 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16103\"\u003e#16103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/6bceb84053eb2405e9c000aad30ea13367b5ee32\"\u003e\u003ccode\u003e6bceb84\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/5429fed84e84e32672c25a953eca3429b841ce90\"\u003e\u003ccode\u003e5429fed\u003c/code\u003e\u003c/a\u003e ✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more conven...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/628663f4f899c465da423bce681c7adf9a218948\"\u003e\u003ccode\u003e628663f\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.140.13 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16096\"\u003e#16096\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/0b54fd00273019034dd30b120ac842e65d80690e\"\u003e\u003ccode\u003e0b54fd0\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.136.3...0.141.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `starlette` from 1.3.1 to 1.6.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/releases\"\u003estarlette's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 1.6.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3431\"\u003eKludex/starlette#3431\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions by \u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/y2kbugger\"\u003e\u003ccode\u003e@​y2kbugger\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3130\"\u003eKludex/starlette#3130\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.5.1...1.6.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.5.1...1.6.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte Range like \u003ccode\u003ebytes=5-4\u003c/code\u003e by \u003ca href=\"https://github.com/nikolauspschuetz\"\u003e\u003ccode\u003e@​nikolauspschuetz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003eencode/starlette#3389\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003eencode/starlette#3430\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.5.0...1.5.1\"\u003ehttps://github.com/encode/starlette/compare/1.5.0...1.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.5.0\u003c/h2\u003e\n\u003cp\u003eThis release is all about giving \u003ccode\u003eGZipMiddleware\u003c/code\u003e some love. 🗜️\u003c/p\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003eencode/starlette#3418\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003eencode/starlette#3419\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003eencode/starlette#3420\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003eencode/starlette#3421\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/encode/starlette/compare/1.4.1...1.5.0\"\u003ehttps://github.com/encode/starlette/compare/1.4.1...1.5.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e in \u003ccode\u003eGZipResponder\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3415\"\u003eKludex/starlette#3415\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.4.0...1.4.1\"\u003ehttps://github.com/Kludex/starlette/compare/1.4.0...1.4.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 1.4.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eLazily allocate GZipMiddleware compression resources by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3407\"\u003eKludex/starlette#3407\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3411\"\u003eKludex/starlette#3411\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eOffload large GZip compression by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3410\"\u003eKludex/starlette#3410\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/benberryallwood\"\u003e\u003ccode\u003e@​benberryallwood\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3334\"\u003eKludex/starlette#3334\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/lkk7\"\u003e\u003ccode\u003e@​lkk7\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/starlette/pull/3359\"\u003eKludex/starlette#3359\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/starlette/compare/1.3.1...1.4.0\"\u003ehttps://github.com/Kludex/starlette/compare/1.3.1...1.4.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/starlette/blob/main/docs/release-notes.md\"\u003estarlette's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e1.6.0 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3431\"\u003e#3431\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eExpose \u003ccode\u003ehttp.response.debug\u003c/code\u003e information via response extensions \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3130\"\u003e#3130\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.5.1 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eReject inverted single-byte ranges in \u003ccode\u003eFileResponse\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3389\"\u003e#3389\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eLimit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3430\"\u003e#3430\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.5.0 (August 8, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003eexclude_content_types\u003c/code\u003e parameter to \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3418\"\u003e#3418\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eChanged\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eExpand default excluded content types in \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3421\"\u003e#3421\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eFlush GZip output for each streamed chunk \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3419\"\u003e#3419\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSkip compression of partial responses in \u003ccode\u003eGZipMiddleware\u003c/code\u003e \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3420\"\u003e#3420\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.4.1 (August 5, 2026)\u003c/h2\u003e\n\u003ch4\u003eFixed\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003ethread_minimum_size\u003c/code\u003e to 128 KiB in \u003ccode\u003eGZipResponder\u003c/code\u003e, keeping it usable without the new keyword argument \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3415\"\u003e#3415\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e1.4.0 (August 5, 2026)\u003c/h2\u003e\n\u003ch4\u003eAdded\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eOffload large GZip compression to a worker thread, keeping the event loop responsive. \u003ccode\u003eGZipMiddleware\u003c/code\u003e accepts a new \u003ccode\u003ethread_minimum_size\u003c/code\u003e parameter (default 128 KiB) controlling the minimum body chunk size compressed in a thread \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3410\"\u003e#3410\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4\u003eChanged\u003c/h4\u003e\n\u003cul\u003e\n\u003cli\u003eUse \u003ccode\u003ezlib.compressobj\u003c/code\u003e instead of \u003ccode\u003eGzipFile\u003c/code\u003e in \u003ccode\u003eGZipMiddleware\u003c/code\u003e, reducing memory usage during compression \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3411\"\u003e#3411\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eLazily allocate \u003ccode\u003eGZipMiddleware\u003c/code\u003e compression resources, avoiding compressor allocation for responses that are never compressed \u003ca href=\"https://redirect.github.com/encode/starlette/pull/3407\"\u003e#3407\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/4f250d6b814587e20c5365f0a5f0c4d42bcb929f\"\u003e\u003ccode\u003e4f250d6\u003c/code\u003e\u003c/a\u003e Version 1.6.0 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3434\"\u003e#3434\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/9eea41ad3c26ad21b9bdfe4578c1cdad6c9b9ac2\"\u003e\u003ccode\u003e9eea41a\u003c/code\u003e\u003c/a\u003e Expose \u003ccode\u003ehttp.response.debug\u003c/code\u003e info via response extensions (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3130\"\u003e#3130\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/38f8999a229610b36f39d11f67d80515a15c6330\"\u003e\u003ccode\u003e38f8999\u003c/code\u003e\u003c/a\u003e Add \u003ccode\u003emax_body_size\u003c/code\u003e to \u003ccode\u003eStarlette\u003c/code\u003e and route classes (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3431\"\u003e#3431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/c41236c03868fb3779a64101f4ea88cd47877e23\"\u003e\u003ccode\u003ec41236c\u003c/code\u003e\u003c/a\u003e Version 1.5.1 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3432\"\u003e#3432\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/9c500db197859dba4a8db13fa8e7d2c55de8152c\"\u003e\u003ccode\u003e9c500db\u003c/code\u003e\u003c/a\u003e Limit \u003ccode\u003eFileResponse\u003c/code\u003e to 100 ranges (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3430\"\u003e#3430\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/78ae82cad482fe66a73fb1217f0a6609b3f998f6\"\u003e\u003ccode\u003e78ae82c\u003c/code\u003e\u003c/a\u003e Reject inverted single-byte Range like bytes=5-4 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3389\"\u003e#3389\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/c1d6edaf43920104d4389e983c3e0314f6af14cf\"\u003e\u003ccode\u003ec1d6eda\u003c/code\u003e\u003c/a\u003e chore(deps): bump pymdown-extensions from 11.0 to 11.0.1 (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3429\"\u003e#3429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/ee66ca48418780d6415d231851b31464febc32de\"\u003e\u003ccode\u003eee66ca4\u003c/code\u003e\u003c/a\u003e chore(deps): bump the python-packages group across 1 directory with 8 updates...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/00d10167523f819d39d5ca36732348d58645a447\"\u003e\u003ccode\u003e00d1016\u003c/code\u003e\u003c/a\u003e fix(tests): skip test_staticfiles_filename_too_long on Windows where os.pathc...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/starlette/commit/d96887ea7b49db3d1d15994be6438c7fe99936f4\"\u003e\u003ccode\u003ed96887e\u003c/code\u003e\u003c/a\u003e Add Pydantic Logfire banner to the docs (\u003ca href=\"https://redirect.github.com/Kludex/starlette/issues/3428\"\u003e#3428\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/starlette/compare/1.3.1...1.6.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `aiohttp` from 3.13.3 to 3.14.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst\"\u003eaiohttp's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e3.14.3 (2026-07-22)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFixed the client dropping only the first \u003ccode\u003eAuthorization\u003c/code\u003e, \u003ccode\u003eCookie\u003c/code\u003e and\n\u003ccode\u003eProxy-Authorization\u003c/code\u003e header when a redirect crossed an origin -- by :user:\u003ccode\u003earshsmith1\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e13180\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed error message construction in the C HTTP parser -- by :user:\u003ccode\u003ebdraco\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e13222\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch1\u003e3.14.2 (2026-07-20)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFixed :py:attr:\u003ccode\u003e~aiohttp.web.StreamResponse.last_modified\u003c/code\u003e rounding a\n:class:\u003ccode\u003edatetime.datetime\u003c/code\u003e with a fractional second down.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e5303\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFixed resolving \u003ccode\u003elocalhost\u003c/code\u003e on Windows to fall back without \u003ccode\u003eAI_ADDRCONFIG\u003c/code\u003e\nwhen the first lookup fails, so \u003ccode\u003elocalhost\u003c/code\u003e still works without an active\nnetwork.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eRelated issues and pull requests on GitHub:\u003c/em\u003e\n:issue:\u003ccode\u003e5357\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/5e392ce0456f5235a4ee6ad46f0e806df2f15873\"\u003e\u003ccode\u003e5e392ce\u003c/code\u003e\u003c/a\u003e Release v3.14.3 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13225\"\u003e#13225\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/49f65d54150397892f7bcc4aae887767d51c322d\"\u003e\u003ccode\u003e49f65d5\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13222\"\u003e#13222\u003c/a\u003e/f4866933 backport][3.14] Build C parser error message from bounded...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/240099e5216a01b32919dcd8dd5c6c0b1bf83671\"\u003e\u003ccode\u003e240099e\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13180\"\u003e#13180\u003c/a\u003e/ee53d655 backport][3.14] drop every copy of credential headers on ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/d93f30a302f8b930074fe14a2be7b2088ba28111\"\u003e\u003ccode\u003ed93f30a\u003c/code\u003e\u003c/a\u003e Bump version (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13202\"\u003e#13202\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/c1b9212ad3d93c24b5fc66ad0849597166bc816e\"\u003e\u003ccode\u003ec1b9212\u003c/code\u003e\u003c/a\u003e Release v3.14.2 (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13201\"\u003e#13201\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/380d4b55e8df48dfd62f1addfb530426f6bc4106\"\u003e\u003ccode\u003e380d4b5\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13054\"\u003e#13054\u003c/a\u003e/ed8b040c backport][3.14] escape backslashes in digest auth quoted-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/e1e1bee363dfba04a9a75c8801717da2ed5bdcb9\"\u003e\u003ccode\u003ee1e1bee\u003c/code\u003e\u003c/a\u003e Make llhttp method array size dynamic (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13174\"\u003e#13174\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13196\"\u003e#13196\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/aa4cf29b6a5ad6f4d21fa1dd3f69193dc2f5d505\"\u003e\u003ccode\u003eaa4cf29\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13170\"\u003e#13170\u003c/a\u003e/2b906869 backport][3.14] Fix StreamResponse.last_modified rounding...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/71b57b40d85a0723c92b0a5a37ebdf518210d2ea\"\u003e\u003ccode\u003e71b57b4\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13172\"\u003e#13172\u003c/a\u003e/a57747ed backport][3.14] Fix C parser folding fragment into query_...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/aio-libs/aiohttp/commit/64a03fb620b623e5a5a1b7103c07ae3e536a0d40\"\u003e\u003ccode\u003e64a03fb\u003c/code\u003e\u003c/a\u003e [PR \u003ca href=\"https://redirect.github.com/aio-libs/aiohttp/issues/13169\"\u003e#13169\u003c/a\u003e/1adc0cd7 backport][3.14] ...\n\n_Description has been 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the minor-update group with 185 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [regex](https://github.com/mrabarnett/mrab-regex) | `2026.2.28` | `2026.9.3` |\n| [requests](https://github.com/psf/requests) | `2.32.3` | `2.34.2` |\n| [tqdm](https://github.com/tqdm/tqdm) | `4.67.3` | `4.70.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.14.1` | `5.16.1` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.27.0` | `1.29.0` |\n| [tokenizers](https://github.com/huggingface/tokenizers) | `0.22.2` | `0.23.1` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.3` | `0.141.1` |\n| [starlette](https://github.com/Kludex/starlette) | `1.3.1` | `1.6.0` |\n| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.13.3` | `3.14.3` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.12.0` | `2.13.5` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.22.0` | `0.26.0` |\n| [prometheus-fastapi-instrumentator](https://github.com/trallnag/prometheus-fastapi-instrumentator) | `8.0.2` | `8.1.0` |\n| [tiktoken](https://github.com/openai/tiktoken) | `0.12.0` | `0.14.0` |\n| [lark](https://github.com/lark-parser/lark) | `1.2.2` | `1.3.1` |\n| [typing-extensions](https://github.com/python/typing_extensions) | `4.15.0` | `4.16.0` |\n| [filelock](https://github.com/tox-dev/py-filelock) | `3.16.1` | `3.32.5` |\n| [jsonschema](https://github.com/python-jsonschema/jsonschema) | `4.23.0` | `4.26.0` |\n| [pyzmq](https://github.com/zeromq/pyzmq) | `27.1.0` | `27.2.0` |\n| [python-json-logger](https://github.com/nhairs/python-json-logger) | `4.1.0` | `4.2.0` |\n| [pybase64](https://github.com/mayeut/pybase64) | `1.4.3` | `1.5.0` |\n| [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| opentelemetry-semantic-conventions-ai | `0.4.13` | `0.5.1` |\n| [numba](https://github.com/numba/numba) | `0.65.0` | `0.67.0` |\n| [torchcodec](https://github.com/pytorch/torchcodec) | `0.14.0+cu130` | `0.16.0` |\n| [auto-round-lib](https://github.com/intel/auto-round) | `0.14.2` | `0.15.0` |\n| [tpu-inference](https://github.com/vllm-project/tpu-inference) | `0.26.0` | `0.28.0` |\n| pynvvideocodec | `2.0.4` | `2.2.2` |\n| [nvidia-cutlass-dsl](https://github.com/NVIDIA/cutlass) | `4.6.2` | `4.7.1` |\n| [tokenspeed-mla](https://github.com/lightseekorg/tokenspeed) | `0.1.8` | `0.2.6` |\n| [absl-py](https://github.com/abseil/abseil-py) | `2.1.0` | `2.5.0` |\n| [accelerate](https://github.com/huggingface/accelerate) | `1.13.0` | `1.14.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.7.1` |\n| [alembic](https://github.com/sqlalchemy/alembic) | `1.16.4` | `1.19.1` |\n| [annotated-types](https://github.com/annotated-types/annotated-types) | `0.7.0` | `0.8.0` |\n| arctic-inference | `0.1.1` | `0.3.0` |\n| [argcomplete](https://github.com/kislyuk/argcomplete) | `3.5.1` | `3.7.2` |\n| [audioread](https://github.com/beetbox/audioread) | `3.0.1` | `3.1.0` |\n| [azure-core](https://github.com/Azure/azure-sdk-for-python) | `1.38.2` | `1.41.0` |\n| [azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) | `12.28.0` | `12.30.1` |\n| [blobfile](https://github.com/blobfile/blobfile) | `3.0.0` | `3.3.0` |\n| [bm25s](https://github.com/xhluca/bm25s) | `0.2.13` | `0.3.11` |\n| [boto3](https://github.com/boto/boto3) | `1.35.57` | `1.43.86` |\n| [botocore](https://github.com/boto/botocore) | `1.35.57` | `1.43.86` |\n| [cffi](https://github.com/python-cffi/cffi) | `2.0.0` | `2.1.1` |\n| [charset-normalizer](https://github.com/jawah/charset_normalizer) | `3.4.0` | `3.5.1` |\n| [click](https://github.com/pallets/click) | `8.4.2` | `8.5.0` |\n| [cohere](https://github.com/cohere-ai/cohere-python) | `7.0.8` | `7.1.1` |\n| [cohere-melody](https://github.com/cohere-ai/melody) | `0.9.0` | `0.13.4` |\n| [colorlog](https://github.com/borntyping/python-colorlog) | `6.10.1` | `6.12.0` |\n| [coverage](https://github.com/coveragepy/coveragepy) | `7.10.6` | `7.16.0` |\n| [cramjam](https://github.com/milesgranger/pyrus-cramjam) | `2.9.0` | `2.11.0` |\n| [cuda-bindings](https://github.com/NVIDIA/cuda-python) | `13.0.3` | `13.3.1` |\n| [cuda-pathfinder](https://github.com/NVIDIA/cuda-python) | `1.3.3` | `1.8.0` |\n| [cuda-toolkit](https://developer.nvidia.com/cuda-toolkit) | `13.0.3.0` | `13.3.1` |\n| [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator) | `0.26.3` | `0.76.0` |\n| [dataproperty](https://github.com/thombashi/DataProperty) | `1.0.1` | `1.1.1` |\n| [decorator](https://github.com/micheles/decorator) | `5.1.1` | `5.3.1` |\n| [dill](https://github.com/uqfoundation/dill) | `0.3.8` | `0.4.1` |\n| [distlib](https://github.com/pypa/distlib) | `0.3.9` | `0.4.3` |\n| [dnspython](https://github.com/rthalley/dnspython) | `2.7.0` | `2.8.0` |\n| [docker](https://github.com/docker/docker-py) | `7.1.0` | `7.2.0` |\n| [einx](https://github.com/fferflo/einx) | `0.3.0` | `0.4.3` |\n| [email-validator](https://github.com/JoshData/python-email-validator) | `2.2.0` | `2.3.0` |\n| [fastapi-cloud-cli](https://github.com/fastapilabs/fastapi-cloud-cli) | `0.21.0` | `0.24.0` |\n| [fastar](https://github.com/DoctorJohn/fastar) | `0.11.0` | `0.12.0` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.55.0` | `4.64.0` |\n| [frozenlist](https://github.com/aio-libs/frozenlist) | `1.5.0` | `1.8.0` |\n| [genson](https://github.com/wolverdude/genson) | `1.3.0` | `1.4.0` |\n| [google-api-core](https://github.com/googleapis/google-cloud-python) | `2.24.2` | `2.34.0` |\n| [google-auth](https://github.com/googleapis/google-cloud-python) | `2.40.2` | `2.57.0` |\n| [google-cloud-core](https://github.com/googleapis/google-cloud-python) | `2.4.3` | `2.7.0` |\n| [google-cloud-storage](https://github.com/googleapis/google-cloud-python) | `3.4.0` | `3.13.1` |\n| [google-crc32c](https://github.com/googleapis/python-crc32c) | `1.7.1` | `1.8.0` |\n| [google-resumable-media](https://github.com/googleapis/google-cloud-python) | `2.7.2` | `2.10.2` |\n| [googleapis-common-protos](https://github.com/googleapis/google-cloud-python) | `1.70.0` | `1.75.2` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.2.3` | `3.5.5` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.83.1` |\n| [grpcio-reflection](https://grpc.io) | `1.78.0` | `1.83.1` |\n| [h11](https://github.com/python-hyper/h11) | `0.14.0` | `0.16.0` |\n| [h2](https://github.com/python-hyper/h2) | `4.3.0` | `4.4.1` |\n| [hiredis](https://github.com/redis/hiredis-py) | `3.0.0` | `3.4.1` |\n| [hpack](https://github.com/python-hyper/hpack) | `4.1.0` | `4.2.0` |\n| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |\n| [humanize](https://github.com/python-humanize/humanize) | `4.11.0` | `4.16.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.131.0` | `6.167.1` |\n| [idna](https://github.com/kjd/idna) | `3.10` | `3.19` |\n| [iniconfig](https://github.com/pytest-dev/iniconfig) | `2.0.0` | `2.3.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.15.0` | `0.16.0` |\n| [jmespath](https://github.com/jmespath/jmespath.py) | `1.0.1` | `1.1.0` |\n| [joblib](https://github.com/joblib/joblib) | `1.4.2` | `1.6.0` |\n| [jsonschema-rs](https://github.com/Stranger6667/jsonschema) | `0.46.5` | `0.52.1` |\n| [kiwisolver](https://github.com/nucleic/kiwi) | `1.4.7` | `1.5.1` |\n| [lazy-loader](https://github.com/scientific-python/lazy-loader) | `0.4` | `0.5` |\n| [llguidance](https://github.com/microsoft/llguidance) | `1.7.6` | `1.8.0` |\n| [llvmlite](https://github.com/numba/llvmlite) | `0.47.0` | `0.49.0` |\n| [mako](https://github.com/sqlalchemy/mako) | `1.3.10` | `1.4.1` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.9.2` | `3.10.9` |\n| [mpmath](https://github.com/mpmath/mpmath) | `1.3.0` | `1.4.1` |\n| [msal](https://github.com/AzureAD/microsoft-authentication-library-for-python) | `1.34.0` | `1.38.0` |\n| [msgpack](https://github.com/msgpack/msgpack-python) | `1.1.0` | `1.2.2` |\n| [mteb](https://github.com/embeddings-benchmark/mteb) | `2.8.3` | `2.20.5` |\n| [multidict](https://github.com/aio-libs/multidict) | `6.1.0` | `6.7.1` |\n| [mypy-extensions](https://github.com/python/mypy_extensions) | `1.0.0` | `1.1.0` |\n| [networkx](https://github.com/networkx/networkx) | `3.2.1` | `3.4.2` |\n| [nltk](https://github.com/nltk/nltk) | `3.9.1` | `3.10.3` |\n| [nvidia-cublas](https://developer.nvidia.com/cuda-zone) | `13.1.1.3` | `13.6.1.10` |\n| [nvidia-cuda-cupti](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.75` |\n| [nvidia-cuda-nvrtc](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-cuda-runtime](https://developer.nvidia.com/cuda-zone) | `13.0.96` | `13.3.29` |\n| [nvidia-cudnn-cu13](https://developer.nvidia.com/cuda-zone) | `9.20.0.48` | `9.25.1.1` |\n| [nvidia-cufft](https://developer.nvidia.com/cuda-zone) | `12.0.0.61` | `12.3.0.29` |\n| [nvidia-cufile](https://developer.nvidia.com/cuda-zone) | `1.15.1.6` | `1.18.1.6` |\n| [nvidia-cusolver](https://developer.nvidia.com/cuda-zone) | `12.0.4.66` | `12.2.6.9` |\n| [nvidia-cusparse](https://developer.nvidia.com/cuda-zone) | `12.6.3.3` | `12.8.2.51` |\n| [nvidia-cusparselt-cu13](https://developer.nvidia.com/cusparselt) | `0.8.1` | `0.9.1` |\n| [nvidia-nccl-cu13](https://developer.nvidia.com/cuda-zone) | `2.29.7` | `2.31.2` |\n| [nvidia-nvjitlink](https://developer.nvidia.com/cuda-zone) | `13.0.88` | `13.3.33` |\n| [nvidia-nvshmem-cu13](https://developer.nvidia.com/cuda-zone) | `3.4.5` | `3.7.2` |\n| [nvidia-nvtx](https://developer.nvidia.com/cuda-zone) | `13.0.85` | `13.3.29` |\n| [opentelemetry-exporter-otlp-proto-common](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-grpc](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-otlp-proto-http](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-exporter-prometheus](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-python) | `1.35.0` | `1.44.0` |\n| [opentelemetry-semantic-conventions](https://github.com/open-telemetry/opentelemetry-python) | `0.56b0` | `0.65b0` |\n| [orjson](https://github.com/ijl/orjson) | `3.11.5` | `3.12.0` |\n| [pathvalidate](https://github.com/thombashi/pathvalidate) | `3.2.1` | `3.3.1` |\n| [peft](https://github.com/huggingface/peft) | `0.19.1` | `0.20.0` |\n| [perceptron](https://github.com/perceptron-ai-inc/perceptron) | `0.1.4` | `0.3.5` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.3.6` | `4.11.7` |\n| [pluggy](https://github.com/pytest-dev/pluggy) | `1.5.0` | `1.6.0` |\n| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.44.1` |\n| [pooch](https://github.com/fatiando/pooch) | `1.8.2` | `1.9.0` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.2.0` | `0.5.2` |\n| [proto-plus](https://github.com/googleapis/google-cloud-python) | `1.26.1` | `1.28.4` |\n| [pycryptodomex](https://github.com/Legrandin/pycryptodome) | `3.22.0` | `3.23.0` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.41.1` | `2.48.0` |\n| [pydantic-extra-types](https://github.com/pydantic/pydantic-extra-types) | `2.10.5` | `2.11.1` |\n| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.14.2` | `2.15.0` |\n| [pygments](https://github.com/pygments/pygments) | `2.18.0` | `2.21.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.11.0` | `2.13.0` |\n| [pyparsing](https://github.com/pyparsing/pyparsing) | `3.2.0` | `3.3.2` |\n| [pyrate-limiter](https://github.com/vutran1710/PyrateLimiter) | `4.4.0` | `4.5.0` |\n| [pystemmer](https://github.com/snowballstem/pystemmer) | `3.0.0` | `3.1.0` |\n| [pytest-forked](https://github.com/pytest-dev/pytest-forked) | `1.6.0` | `1.7.5` |\n| [pytest-mock](https://github.com/pytest-dev/pytest-mock) | `3.14.0` | `3.15.1` |\n| [pytest-timeout](https://github.com/pytest-dev/pytest-timeout) | `2.3.1` | `2.4.0` |\n| [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) | `1.20` | `1.23` |\n| [rapidfuzz](https://github.com/rapidfuzz/RapidFuzz) | `3.12.1` | `3.14.5` |\n| [referencing](https://github.com/python-jsonschema/referencing) | `0.35.1` | `0.37.0` |\n| [responses](https://github.com/getsentry/responses) | `0.25.3` | `0.26.3` |\n| rignore | `0.7.6` | `0.8.1` |\n| runai-model-streamer | `0.15.7` | `0.16.1` |\n| runai-model-streamer-azure | `0.15.7` | `0.16.1` |\n| runai-model-streamer-gcs | `0.15.7` | `0.16.1` |\n| runai-model-streamer-s3 | `0.15.7` | `0.16.1` |\n| [s3transfer](https://github.com/boto/s3transfer) | `0.10.3` | `0.19.2` |\n| [sacrebleu](https://github.com/mjpost/sacrebleu) | `2.4.3` | `2.6.0` |\n| [schemathesis](https://github.com/schemathesis/schemathesis) | `4.21.6` | `4.25.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.7.2` |\n| [scipy](https://github.com/scipy/scipy) | `1.13.1` | `1.15.3` |\n| [sentry-sdk](https://github.com/getsentry/sentry-python) | `2.63.0` | `2.68.1` |\n| [six](https://github.com/benjaminp/six) | `1.16.0` | `1.17.0` |\n| [soundfile](https://github.com/bastibe/python-soundfile) | `0.12.1` | `0.14.0` |\n| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.15.0` |\n| [sympy](https://github.com/sympy/sympy) | `1.13.3` | `1.14.0` |\n| [tabulate](https://github.com/astanin/python-tabulate) | `0.9.0` | `0.10.0` |\n| [tblib](https://github.com/ionelmc/python-tblib) | `3.1.0` | `3.2.2` |\n| [tensorizer](https://github.com/coreweave/tensorizer) | `2.10.1` | `2.12.1` |\n| [termcolor](https://github.com/termcolor/termcolor) | `3.1.0` | `3.3.0` |\n| [threadpoolctl](https://github.com/joblib/threadpoolctl) | `3.5.0` | `3.6.0` |\n| [triton](https://github.com/triton-lang/triton) | `3.7.1` | `3.8.0` |\n| [tritonclient](https://github.com/triton-inference-server/client) | `2.64.0` | `2.71.0` |\n| [typer](https://github.com/fastapi/typer) | `0.26.8` | `0.27.2` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.2.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.35.0` | `0.52.4` |\n| [vector-quantize-pytorch](https://github.com/lucidrains/vector-quantizer-pytorch) | `1.21.2` | `1.31.1` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.2.13` | `0.8.3` |\n| [yarl](https://github.com/aio-libs/yarl) | `1.17.1` | `1.24.5` |\n| [conch-triton-kernels](https://github.com/stackav-oss/conch) | `1.2.1` | `1.3` |\n| griffelib | `2.0.2` | `2.2.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.12` | `0.16.5` |\n| [zentorch](https://github.com/amd/ZenDNN-pytorch-plugin) | `2.11.0.0` | `2.13.0.0` |\n\n\nUpdates `regex` from 2026.2.28 to 2026.9.3\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mrabarnett/mrab-regex/blob/hg/changelog.txt\"\u003eregex's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003eVersion: 2026.9.3\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer supports building for free-threaded Python 3.13.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.2\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eNew version of cibuildwheel no longer needs nor supports cpython-freethreading option.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.9.1\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eUpdated cibuildwheel.\nSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.31\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eFixed version.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.30\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 611: Heap out-of-bounds write at compile time\nGit issue 612: count_one() size underflow through the stale required-string cache\nGit issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\nGit issue 614: build_GROUP() does not propagate the match direction\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.8.12\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eSupport Python 3.15.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.19\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eGit issue 607: SIGSEGV: NULL pointer dereference in `basic_match()` when `(?R)`/`(?0)` recursion is used inside a fuzzy-matching quantifier\nGit issue 608: SIGSEGV: out-of-bounds read in `bytes1_char_at()` with `DOTALL` + a fuzzy constraint + `(?r)` reverse-direction matching\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.7.10\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eClarified that the POSIX flag makes it look for only the longest overall match.\n\u003cp\u003eGit issue 606: \u003ccode\u003eregex\u003c/code\u003e's compiled-pattern cache eviction is not free-threading-safe\u003cbr /\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eVersion: 2026.6.28\u003c/p\u003e\n\u003cp\u003eGit issue 604: regex fails on free-threading python because setlocale is not thread-safe\u003c/p\u003e\n\u003cp\u003eVersion: 2026.5.9\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eReverse matching with full unicode casefolding could lead to out-of-range string indexes.\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion: 2026.4.4\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003eA fix for older Python versions before free-threading was  supported.\n\u003c/code\u003e\u003c/pre\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/57f366fdbd9b8346d3b1a95b99cd81a9e91db367\"\u003e\u003ccode\u003e57f366f\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer supports building for free-threaded Pyt...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/a1d72bace2f7222e310b32c595771686a59d0388\"\u003e\u003ccode\u003ea1d72ba\u003c/code\u003e\u003c/a\u003e New version of cibuildwheel no longer needs nor supports cpython-freethreadin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/c8d0aa48f52feb6512c3a3ac6e02f4c7ec6363e0\"\u003e\u003ccode\u003ec8d0aa4\u003c/code\u003e\u003c/a\u003e Updated cibuildwheel. Support Python 3.15.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b283bb2b038cef571bfe49b2a76415cf4005ddfc\"\u003e\u003ccode\u003eb283bb2\u003c/code\u003e\u003c/a\u003e Updated version.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/5268ae7bd178828d6b710125a8089e548ca51b61\"\u003e\u003ccode\u003e5268ae7\u003c/code\u003e\u003c/a\u003e Python 3.15 not released yet\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/9398a6da5630aa9af67775e95802d2c5625606cd\"\u003e\u003ccode\u003e9398a6d\u003c/code\u003e\u003c/a\u003e Git issue 614: build_GROUP() does not propagate the match direction\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/b77694aec629ca66bfe416e5f83561d52bd08ae8\"\u003e\u003ccode\u003eb77694a\u003c/code\u003e\u003c/a\u003e Git issue 613: (*SKIP) inside an atomic group, plus an equality-only scan stop\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/8244055e30dbfe4aa96ebff39ad78fabbcdf93a7\"\u003e\u003ccode\u003e8244055\u003c/code\u003e\u003c/a\u003e Git issue 612: count_one() size underflow through the stale required-string c...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1c90270fb50c542a24d16c4848fc2b7b951bbd2d\"\u003e\u003ccode\u003e1c90270\u003c/code\u003e\u003c/a\u003e Git issue 611: Heap out-of-bounds write at compile time\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mrabarnett/mrab-regex/commit/1760a20647f1c2ddcc025128407fe6f7edb905a1\"\u003e\u003ccode\u003e1760a20\u003c/code\u003e\u003c/a\u003e Support Python 3.15.\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mrabarnett/mrab-regex/compare/2026.2.28...2026.9.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.32.3 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.32.3...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tqdm` from 4.67.3 to 4.70.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/tqdm/tqdm/releases\"\u003etqdm's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003etqdm v4.70.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.concurrent\u003c/code\u003e: major improvements\n\u003cul\u003e\n\u003cli\u003esupport \u003ccode\u003eprocess_map(mp_context, max_tasks_per_child)\u003c/code\u003e, \u003ccode\u003ethread_map(thread_name_prefix)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1265\"\u003e#1265\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal\u003c/code\u003e based on shortest iterable length (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1473\"\u003e#1473\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse default \u003ccode\u003emax_workers\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1543\"\u003e#1543\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1530\"\u003e#1530\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1518\"\u003e#1518\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003etimeout\u003c/code\u003e, \u003ccode\u003ebuffersize\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1576\"\u003e#1576\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eimprove ETA (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1708\"\u003e#1708\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1161\"\u003e#1161\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eupdate \u003ccode\u003eas_completed\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1709\"\u003e#1709\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1565\"\u003e#1565\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.concurrent.intepreter_map\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003easyncio\u003c/code\u003e: support iterables with only \u003ccode\u003e__aiter__\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1714\"\u003e#1714\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1686\"\u003e#1686\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003esupport \u003ccode\u003ereset(float(\u0026quot;inf\u0026quot;))\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eframework: test \u0026amp; reduce wheel size (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1782\"\u003e#1782\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.1 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003econtrib.logging\u003c/code\u003e: preserve filters (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1775\"\u003e#1775\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1581\"\u003e#1581\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003erich\u003c/code\u003e: misc fixes (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1773\"\u003e#1773\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003esupport generators (without \u003ccode\u003elen\u003c/code\u003e) (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1391\"\u003e#1391\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1674\"\u003e#1674\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etotal=float('inf')\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1781\"\u003e#1781\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/651\"\u003e#651\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix potential \u003ccode\u003eAttributeError\u003c/code\u003e on exit (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1778\"\u003e#1778\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1668\"\u003e#1668\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1537\"\u003e#1537\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix minor docs typos (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1780\"\u003e#1780\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1746\"\u003e#1746\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.69.0 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eadd \u003ccode\u003etqdm.asyncio.gather(..., return_exceptions=False)\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1776\"\u003e#1776\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1671\"\u003e#1671\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1286\"\u003e#1286\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003ebump workflow actions \u0026amp; pre-commit hooks\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.4 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003etrim to \u003ccode\u003encols\u003c/code\u003e even when \u003ccode\u003e'{bar}' not in bar_format\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1717\"\u003e#1717\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1767\"\u003e#1767\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1658\"\u003e#1658\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003efix \u003ccode\u003etqdm.write\u003c/code\u003e when \u003ccode\u003estdout=None\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1768\"\u003e#1768\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1654\"\u003e#1654\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.3 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eutils\u003c/code\u003e: delay \u003ccode\u003eos.get_terminal_size\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eautonotebook\u003c/code\u003e: support QtConsole, Spyder, JupyterLite (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1763\"\u003e#1763\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1628\"\u003e#1628\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1559\"\u003e#1559\u003c/a\u003e \u0026lt;- \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1283\"\u003e#1283\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1098\"\u003e#1098\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/512\"\u003e#512\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eminor docs updates\n\u003cul\u003e\n\u003cli\u003efix typo (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1762\"\u003e#1762\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003euse \u003ccode\u003egit-fame\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc minor framework updates\n\u003cul\u003e\n\u003cli\u003efix \u0026amp; update CI build\u003c/li\u003e\n\u003cli\u003epre-commit: add docs \u0026amp; metadata generation\u003c/li\u003e\n\u003cli\u003emove \u003ccode\u003etox.ini\u003c/code\u003e -\u0026gt; \u003ccode\u003epyproject.toml\u003c/code\u003e, move \u003ccode\u003etox-gh-actions\u003c/code\u003e -\u0026gt; \u003ccode\u003etox-gh\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eadd Python 3.14, drop 3.7 support\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003etqdm v4.68.2 stable\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003erevert accidental change to \u003ccode\u003eascii\u003c/code\u003e default (fixes \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1760\"\u003e#1760\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eUnicodeEncodeError: 'charmap' codec can't encode characters in position 6-7: character maps to \u0026lt;undefined\u0026gt;\u003c/code\u003e can be fixed by installing \u003ccode\u003etqdm!=4.68.0,!=4.68.1\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003emisc docs updates\n\u003cul\u003e\n\u003cli\u003efix links\u003c/li\u003e\n\u003cli\u003ereplace stray \u003ccode\u003erst\u003c/code\u003e -\u0026gt; \u003ccode\u003emd\u003c/code\u003e syntax\u003c/li\u003e\n\u003cli\u003econsistent \u0026quot;progress bar\u0026quot; terminology (\u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1737\"\u003e#1737\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/96f2e60e4584cdab57a23602e27043d0465254ad\"\u003e\u003ccode\u003e96f2e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1777\"\u003e#1777\u003c/a\u003e from shermansiu/feat/interpreter-pool\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/c27393ec3a0a91d83dd53f04b80ee61f9c0cd5e4\"\u003e\u003ccode\u003ec27393e\u003c/code\u003e\u003c/a\u003e misc tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/061c6236d56f8c1ed0934606c3b4ee5c59cf122e\"\u003e\u003ccode\u003e061c623\u003c/code\u003e\u003c/a\u003e Disable \u003ccode\u003etqdm.monitor_interval\u003c/code\u003e for subinterpreters because they do not have ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9fc160ba7f959f955058985b0d1122fc9f0b2729\"\u003e\u003ccode\u003e9fc160b\u003c/code\u003e\u003c/a\u003e Update how we check for \u003ccode\u003einterpreter_map\u003c/code\u003e support in the tests\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/b42463a20fffc17ad4df2aa145076afb0dc4486d\"\u003e\u003ccode\u003eb42463a\u003c/code\u003e\u003c/a\u003e Ensure that subinterpreters can import tqdm while unpickling the initializer\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/16d5486c402a2808ec9c398538e0bc56d00866de\"\u003e\u003ccode\u003e16d5486\u003c/code\u003e\u003c/a\u003e Add support for nested progress bars\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/9f5890fda6cf43e66782fbf34647f808bdc66d58\"\u003e\u003ccode\u003e9f5890f\u003c/code\u003e\u003c/a\u003e Add initial implementation for interpreter_map\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/321f920bb7368e27eee04fed1c0de2a8a236fd9d\"\u003e\u003ccode\u003e321f920\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/tqdm/tqdm/issues/1783\"\u003e#1783\u003c/a\u003e from LuShadowX/reset-inf-total\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/4664b5701ebc5299290a1fb31a229fb1bfc64703\"\u003e\u003ccode\u003e4664b57\u003c/code\u003e\u003c/a\u003e minor tidy\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/tqdm/tqdm/commit/426a0988a1e9970041f5a649ae8a6376c5293fbe\"\u003e\u003ccode\u003e426a098\u003c/code\u003e\u003c/a\u003e Treat inf total as unknown in reset() too\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/tqdm/tqdm/compare/v4.67.3...v4.70.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.14.1 to 5.16.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease v5.16.1\u003c/h1\u003e\n\u003cp\u003eThis is a special release as we include GLM! (and a few small fixes)\u003c/p\u003e\n\u003ch1\u003eGLM-5.3-Flash\u003c/h1\u003e\n\n\u003cp\u003eGLM-5.3-Flash, the first \u003cstrong\u003enatively multimodal model\u003c/strong\u003e in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks.\u003c/p\u003e\n\u003cp\u003eGLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining sparse and linear attention, sharply reducing long-context serving costs while preserving precise long-context capabilities. The model also adopts Manifold-Constrained Hyper-Connections (mHC) to further improve scaling efficiency. Together with our latest \u003cstrong\u003e30T-token\u003c/strong\u003e multimodal pre-training corpus, these changes enable GLM-5.3-Flash to deliver more intelligence with less compute.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/glm5_next\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e) by \u003ca href=\"https://github.com/Dovis01\"\u003e\u003ccode\u003e@​Dovis01\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48342\"\u003e#48342\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eSmall patch fixes\u003c/h2\u003e\n\u003cp\u003eMainly BC behavior for TP and pinning a hf kernel for security reasons :hugs:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eRestore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e) by \u003ca href=\"https://github.com/ArthurZucker\"\u003e\u003ccode\u003e@​ArthurZucker\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e) by \u003ca href=\"https://github.com/Rocketknight1\"\u003e\u003ccode\u003e@​Rocketknight1\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\"\u003ehttps://github.com/huggingface/transformers/compare/v5.16.0...v5.16.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eRelease: v5.16.0\u003c/h2\u003e\n\u003ch1\u003eRelease v5.16.0\u003c/h1\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eQwen4-Exp\u003c/h3\u003e\n\n\u003cp\u003eQwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding (PLE).\u003c/p\u003e\n\u003cp\u003eGR is a Qwen-developed residual architecture that combines Hyper-Connection with GatedNorm. It mixes multiple residual streams with fine-grained elementwise gating before each attention and Mixture-of-Experts (MoE) block, then controls how much of the block output is injected back into each stream.\u003c/p\u003e\n\u003cp\u003eQSA uses multiple query heads to score compressed key blocks, selects the most relevant contiguous token blocks, and keeps the incomplete trailing block uncompressed. This block-level selection reduces indexing overhead and improves memory locality for long sequences. Combined with Gated DeltaNet, QSA makes Qwen4-Exp the first hybrid architecture to integrate linear and sparse attention, substantially improving inference efficiency for long-context workloads.\u003c/p\u003e\n\u003cp\u003ePLE enriches selected decoder layers with layer-specific lexical features derived from hashed token n-grams and a dilated depthwise convolution.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/qwen4_exp\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e) by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/48337\"\u003e#48337\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eGraniteSpeech5\u003c/h3\u003e\n\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93c8b7b485963a10800c91f55304db6be211c2bd\"\u003e\u003ccode\u003e93c8b7b\u003c/code\u003e\u003c/a\u003e v5.16.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cdaca8380b718fcc9cec579feaa3833bd264920c\"\u003e\u003ccode\u003ecdaca83\u003c/code\u003e\u003c/a\u003e [Glm 5.3 Flash] GLM 5.3 Flash Support (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48342\"\u003e#48342\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/b366ad34f84cb6f03a553335b3914a221e4d0323\"\u003e\u003ccode\u003eb366ad3\u003c/code\u003e\u003c/a\u003e Fix kernel commit and repo paths for ESMFold2 (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48186\"\u003e#48186\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/f2f43275cf494d20cc830983646082d2c1e06702\"\u003e\u003ccode\u003ef2f4327\u003c/code\u003e\u003c/a\u003e Restore BC for the tensor-parallel API (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48300\"\u003e#48300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/93d1bcfbd2af5798e2f66bf7955e31a537902b64\"\u003e\u003ccode\u003e93d1bcf\u003c/code\u003e\u003c/a\u003e release: v5.16.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/276c5c47d31bf2a600051a93177242d7070511f1\"\u003e\u003ccode\u003e276c5c4\u003c/code\u003e\u003c/a\u003e Add Qwen4Exp model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48337\"\u003e#48337\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d3cdaec47d0b8c9c1eaa0cd89c2c3303a977a02d\"\u003e\u003ccode\u003ed3cdaec\u003c/code\u003e\u003c/a\u003e Fix video-llama modular conversion (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48336\"\u003e#48336\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/949e301b5e7ec03043be0b5e537700aec2ee2f87\"\u003e\u003ccode\u003e949e301\u003c/code\u003e\u003c/a\u003e CI: gate the hunyuan-moe slow test  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48330\"\u003e#48330\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/5fcf605fda6c7c3982f62807f2eda210aa37e9e1\"\u003e\u003ccode\u003e5fcf605\u003c/code\u003e\u003c/a\u003e Add a regression test for force_accelerate_hooks signature preservation  (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/48\"\u003e#48\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/27e7f6c81a67bae6f706098083cbe9c64aba8def\"\u003e\u003ccode\u003e27e7f6c\u003c/code\u003e\u003c/a\u003e Add an opt-in per-frame pixel cap (cap_pixels_per_frame) to the Qwen3-VL vide...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.14.1...v5.16.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `huggingface-hub` from 1.27.0 to 1.29.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/huggingface_hub/releases\"\u003ehuggingface-hub's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[v1.29.0] Fix Xet downloads rate limits, bucket visibility updates, and security fixes\u003c/h2\u003e\n\u003ch2\u003e⚡ Xet downloads no longer make one API call per file\u003c/h2\u003e\n\u003cp\u003eSince v1.19.0, downloading a repository with \u003ccode\u003ehf_xet\u003c/code\u003e eagerly requested a xet read token for every single file, because each download group was built without cached connection info. On repos with many files this quickly added up — a 77k-file repo made ~1,500 Hub API calls per minute — and eventually hit the rate limiter, leaving \u003ccode\u003esnapshot_download\u003c/code\u003e appearing stalled for minutes before failing with a \u003ccode\u003e429 Too Many Requests\u003c/code\u003e. This release restores the Python-side connection info cache so the endpoint and token are reused across download groups, skipping the eager per-file token request entirely. Large downloads are both faster and far less likely to be rate-limited.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Xet] Cache connection info to avoid one token request per file by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🪣 Change bucket visibility after creation\u003c/h2\u003e\n\u003cp\u003eBucket visibility used to be a create-time-only setting: once a bucket existed, there was no way to flip it between private and public. You can now update it with the new \u003ccode\u003eHfApi.update_bucket_settings()\u003c/code\u003e method (also exported as \u003ccode\u003eupdate_bucket_settings\u003c/code\u003e) or from the CLI with \u003ccode\u003ehf buckets settings\u003c/code\u003e, which takes either \u003ccode\u003e--private\u003c/code\u003e or \u003ccode\u003e--public\u003c/code\u003e.\u003c/p\u003e\n\u003cpre lang=\"py\"\u003e\u003ccode\u003e\u0026gt;\u0026gt;\u0026gt; from huggingface_hub import update_bucket_settings\r\n\u003ch1\u003eMake a bucket private\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=True)\u003c/p\u003e\n\u003ch1\u003eMake it public again\u003c/h1\u003e\n\u003cp\u003e\u0026gt;\u0026gt;\u0026gt; update_bucket_settings(\u0026quot;username/my-bucket\u0026quot;, private=False)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Make a bucket private\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --private\r\n✓ Bucket settings updated\r\n  bucket_id: username/my-bucket\r\n  private: True\r\n\r\n# Make it public again\r\n\u0026gt;\u0026gt;\u0026gt; hf buckets settings username/my-bucket --public\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e📚 \u003cstrong\u003eDocumentation:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/huggingface_hub/main/en/guides/buckets\"\u003eBuckets guide\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Add support for updating bucket visibility by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4715\"\u003e#4715\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🔒 Security fixes\u003c/h2\u003e\n\u003cp\u003eTwo security-relevant fixes land in this release. First, the path-traversal guard introduced earlier for CVE-2026-15717 is now extended to \u003ccode\u003ehf buckets sync\u003c/code\u003e / \u003ccode\u003esync_bucket()\u003c/code\u003e: when downloading from a bucket, server-supplied file keys were joined straight onto the local destination without validation, so a malicious or compromised bucket could return anchored or traversing keys (\u003ccode\u003e/etc/cron.d/evil\u003c/code\u003e, \u003ccode\u003e../../../../etc/passwd\u003c/code\u003e, Windows drive-absolute or UNC paths) that escape the chosen directory and write arbitrary files. Remote paths are now validated the same way as in the original fix. Second, \u003ccode\u003eload_state_dict_from_file\u003c/code\u003e could fall back to pickle deserialization for a shard named exactly \u003ccode\u003e.safetensors\u003c/code\u003e: \u003ccode\u003ePath.suffix\u003c/code\u003e returns an empty string for extension-only filenames, so a file that passed sharded-checkpoint validation (which uses \u003ccode\u003estr.endswith\u003c/code\u003e) was still routed to \u003ccode\u003etorch.load(weights_only=False)\u003c/code\u003e. A shared \u003ccode\u003e_is_safetensors()\u003c/code\u003e helper now guarantees both code paths use the same matching semantics, so an index-declared \u0026quot;safetensors\u0026quot; checkpoint can never be loaded with pickle.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e[Buckets] Validate remote paths in bucket sync to prevent path traversal by \u003ca href=\"https://github.com/hanouticelina\"\u003e\u003ccode\u003e@​hanouticelina\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix extension-confusion fallback to pickle in load_state_dict_from_file (add \u003ccode\u003e_is_safetensors\u003c/code\u003e) by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4737\"\u003e#4737\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🤖 Inference\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Inference Providers] Send LoRA weights for fal-ai text-to-video by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4706\"\u003e#4706\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 by \u003ca href=\"https://github.com/moon-bot-app\"\u003e\u003ccode\u003e@​moon-bot-app\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e🖥️ CLI\u003c/h2\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4237d95c603db491cb1070898c74c97e4d7c2582\"\u003e\u003ccode\u003e4237d95\u003c/code\u003e\u003c/a\u003e Release: v1.29.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/dd44abc045c7cb774436f0efed5b640a84c74cda\"\u003e\u003ccode\u003edd44abc\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/38d29a81f185cb29e0fdc972503c975f0e7b713d\"\u003e\u003ccode\u003e38d29a8\u003c/code\u003e\u003c/a\u003e [Release] Refresh OpenCode model cache before validating RELEASE_NOTES_MODEL ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/b1bf950c9861148cd5a866b02e2dbf1f5ea4aaf3\"\u003e\u003ccode\u003eb1bf950\u003c/code\u003e\u003c/a\u003e Release: v1.29.0.rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2e62777baa0cb418a2618372961fd7346c346dc6\"\u003e\u003ccode\u003e2e62777\u003c/code\u003e\u003c/a\u003e [CI] Auto-close community PRs without a maintainer-scoped issue (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4695\"\u003e#4695\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c5eb13cdc808aae4251054081271cdfd415fcce7\"\u003e\u003ccode\u003ec5eb13c\u003c/code\u003e\u003c/a\u003e [CLI] Installer: point at shadowed newer Python on macOS (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4758\"\u003e#4758\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/585c075de9c432bb648033f9c5d188847d5174af\"\u003e\u003ccode\u003e585c075\u003c/code\u003e\u003c/a\u003e [Buckets] Validate remote paths in bucket sync to prevent path traversal (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4731\"\u003e#4731\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/4dcfe7e9588248deefd977a2ab922516334bc2dd\"\u003e\u003ccode\u003e4dcfe7e\u003c/code\u003e\u003c/a\u003e [CLI] Fix argument help rendering with click 8.5 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4759\"\u003e#4759\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/2c60641c98afa344892600e6ba76e010959ed637\"\u003e\u003ccode\u003e2c60641\u003c/code\u003e\u003c/a\u003e [Xet] Cache connection info to avoid one token request per file (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4732\"\u003e#4732\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/huggingface_hub/commit/c6be77fb44d91f474da963e5ad6fce4801811027\"\u003e\u003ccode\u003ec6be77f\u003c/code\u003e\u003c/a\u003e Hint at \u003ccode\u003estream=True\u003c/code\u003e when a non-streaming inference call fails with 504 (\u003ca href=\"https://redirect.github.com/huggingface/huggingface_hub/issues/4744\"\u003e#4744\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/huggingface_hub/compare/v1.27.0...v1.29.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `tokenizers` from 0.22.2 to 0.23.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/tokenizers/releases\"\u003etokenizers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eRelease v0.23.1\u003c/h2\u003e\n\u003ch2\u003eTL;DR\u003c/h2\u003e\n\u003cp\u003e\u003ccode\u003etokenizers 0.23.1\u003c/code\u003e is the first proper stable release in the \u003ccode\u003e0.23\u003c/code\u003e line — \u003ccode\u003e0.23.0\u003c/code\u003e only ever shipped as \u003ccode\u003erc0\u003c/code\u003e because the release pipeline itself was broken (Node side hadn't shipped multi-platform binaries since 2023, Python side was on \u003ccode\u003epyo3 0.27\u003c/code\u003e without free-threaded support). \u003ccode\u003e0.23.1\u003c/code\u003e is the version where everything actually goes out the door together: full Node multi-platform wheels for the first time in years, Python 3.14 (regular \u003cstrong\u003eand\u003c/strong\u003e free-threaded \u003ccode\u003e3.14t\u003c/code\u003e), full type hints for every Python class, and a stack of measurable perf wins on the BPE / added-vocab hot paths.\u003c/p\u003e\n\u003cp\u003eThere is no functional \u003ccode\u003e0.23.0\u003c/code\u003e published — we tag \u003ccode\u003e0.23.1\u003c/code\u003e directly so users don't accidentally pull a never-shipped version.\u003c/p\u003e\n\u003chr /\u003e\n\u003ch2\u003e🚨 Breaking changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eDrop Python 3.9\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1952\"\u003e#1952\u003c/a\u003e) — \u003ccode\u003erequires-python = \u0026quot;\u0026gt;=3.10\u0026quot;\u003c/code\u003e; 3.9 users stay on \u003ccode\u003e0.22.x\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eadd_tokens\u003c/code\u003e normalizes \u003ccode\u003econtent\u003c/code\u003e at insertion\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e) — re-saved \u003ccode\u003etokenizer.json\u003c/code\u003e may differ in the \u003ccode\u003eadded_tokens\u003c/code\u003e block. Existing files load unchanged.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eType stubs are precise\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1928\"\u003e#1928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1997\"\u003e#1997\u003c/a\u003e) — methods that returned \u003ccode\u003eAny\u003c/code\u003e now return real types; \u003ccode\u003emypy --strict\u003c/code\u003e may surface previously-hidden errors. Stub layout also moved from \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;/__init__.pyi\u003c/code\u003e to \u003ccode\u003etokenizers/\u0026lt;sub\u0026gt;.pyi\u003c/code\u003e. This breaks the surface of some of the processors like \u003ccode\u003eRobertaProcessign\u003c/code\u003e's \u003ccode\u003e__init__\u003c/code\u003e .\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e3.14t-only\u003c/strong\u003e: setters/getters return \u003ccode\u003ePyResult\u0026lt;T\u0026gt;\u003c/code\u003e because of \u003ccode\u003eArc\u0026lt;RwLock\u0026lt;Tokenizer\u0026gt;\u0026gt;\u003c/code\u003e; a poisoned lock surfaces as \u003ccode\u003ePyException\u003c/code\u003e instead of a panic.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr /\u003e\n\u003ch2\u003e⚡ Performance — measured locally on this Mac, not lifted from PRs\u003c/h2\u003e\n\u003cp\u003eRun with \u003ccode\u003ecargo bench --bench \u0026lt;name\u0026gt; -- --save-baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.22.2\u003c/code\u003e, then \u003ccode\u003e--baseline v0_22_2\u003c/code\u003e on \u003ccode\u003ev0.23.1\u003c/code\u003e. Numbers are point-in-time wall clock on a single laptop; relative deltas are what matters, absolute numbers will differ on CI hardware.\u003c/p\u003e\n\u003ch3\u003eAdded-vocabulary deserialize — the headline win (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1995\"\u003e#1995\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/1999\"\u003e#1999\u003c/a\u003e)\u003c/h3\u003e\n\u003cp\u003e\u003ccode\u003ebench: improve added_vocab_deserialize to reflect real-world workloads\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2000\"\u003e#2000\u003c/a\u003e) is now representative of how transformers actually loads tokenizer.json files. The combined effect of \u003ccode\u003edaachorse\u003c/code\u003e for the matching automaton plus the normalize-on-insert refactor is enormous on this workload:\u003c/p\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~410 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e248 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.1 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e273 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~395 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e235 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−40%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e100k tokens, non-special, NFKC\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~7.4 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e290 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−96%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e400k tokens, special, no norm\u003c/td\u003e\n\u003ctd align=\"right\"\u003e~15 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e980 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−94%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eReal-world impact: loading a Llama-3-style tokenizer with a large set of added tokens dropped from \u0026quot;noticeable pause\u0026quot; to \u0026quot;instant\u0026quot;.\u003c/p\u003e\n\u003ch3\u003eBPE encode\u003c/h3\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.22.2\u003c/th\u003e\n\u003cth align=\"right\"\u003ev0.23.1\u003c/th\u003e\n\u003cth align=\"right\"\u003echange\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch, no cache\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e530 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e446 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003cstrong\u003e−16%\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode batch\u003c/code\u003e (cached)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e690 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e685 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE GPT2 encode\u003c/code\u003e (single)\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.95 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.94 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003enoise\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (small)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e32.6 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e31.5 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−3%\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003eBPE Train (big)\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e1.01 s\u003c/td\u003e\n\u003ctd align=\"right\"\u003e988 ms\u003c/td\u003e\n\u003ctd align=\"right\"\u003e−2%\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eThe BPE per-thread cache PR (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e) shows much larger wins on highly-parallel workloads (+47–62% at 88+ threads on a server box, per the PR's own measurements on Vera). Single-thread batch numbers above are flat or slightly improved because cache-hit overhead was already low without contention.\u003c/p\u003e\n\u003ch3\u003eLlama-3 encode\u003c/h3\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/7f1623b90b5adfb9bc327d4c3468d2f70bbce262\"\u003e\u003ccode\u003e7f1623b\u003c/code\u003e\u003c/a\u003e Bump version to 0.23.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bbe43ad73d8fc8932b9d0e657ddee3cd70c649a4\"\u003e\u003ccode\u003ebbe43ad\u003c/code\u003e\u003c/a\u003e ci: release workflow fixes (node + python) (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2043\"\u003e#2043\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/ab0c5d8fc13eb1c5001d9c06806635e2b5a42e9f\"\u003e\u003ccode\u003eab0c5d8\u003c/code\u003e\u003c/a\u003e Fix node release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2034\"\u003e#2034\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/decd8e07dad15f296c0adc2bc3a560f62d3de2eb\"\u003e\u003ccode\u003edecd8e0\u003c/code\u003e\u003c/a\u003e bindings/python: free-threaded Python (3.14t) support (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2041\"\u003e#2041\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/3992692d483bf3177219b52cb101b1bb055c18e6\"\u003e\u003ccode\u003e3992692\u003c/code\u003e\u003c/a\u003e update for release (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2033\"\u003e#2033\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/bcdd25b97fcd78549903082ecf3ddd87d42c456b\"\u003e\u003ccode\u003ebcdd25b\u003c/code\u003e\u003c/a\u003e BPE cache: per-thread read-through cache to avoid RwLock atomics on hits (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2028\"\u003e#2028\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/618eb383f43e207139eb5cdb9bca17796b5e9bd7\"\u003e\u003ccode\u003e618eb38\u003c/code\u003e\u003c/a\u003e Bump follow-redirects in /tokenizers/examples/unstable_wasm/www (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/b6b1688bef2e87efc91af18edf7ac38b4d2dfbe6\"\u003e\u003ccode\u003eb6b1688\u003c/code\u003e\u003c/a\u003e chore: bump doc-builder SHA for PR upload workflow (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2025\"\u003e#2025\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/19015d6b44aa3896626de5092e4171aed1b56d5b\"\u003e\u003ccode\u003e19015d6\u003c/code\u003e\u003c/a\u003e fix: use uvx --with cairosvg instead of uv pip install --system (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/tokenizers/commit/efbcc68e321c364c8f9541f1c93a158df54d7da4\"\u003e\u003ccode\u003eefbcc68\u003c/code\u003e\u003c/a\u003e Ci benchmarks (\u003ca href=\"https://redirect.github.com/huggingface/tokenizers/issues/2019\"\u003e#2019\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/tokenizers/compare/v0.22.2...v0.23.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.136.3 to 0.141.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.141.1\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix support for background tasks and headers from dependencies in \u003ccode\u003eapp.frontend()\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16105\"\u003e#16105\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003eFASTAPI_ENV\u003c/code\u003e in FastAPI CLI guide. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16104\"\u003e#16104\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.141.0\u003c/h2\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✨ Add \u003ccode\u003eapp.frontend(check_dir=\u0026quot;auto\u0026quot;)\u003c/code\u003e, to make local development more convenient with \u003ccode\u003efastapi dev\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16102\"\u003e#16102\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.13\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003estatus_code\u003c/code\u003e being ignored for SSE and JSONL streaming endpoints. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15937\"\u003e#15937\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Fix \u003ccode\u003eformat_sse_event\u003c/code\u003e docstring rendering of \u003ccode\u003e\\n\\n\u003c/code\u003e terminator. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15613\"\u003e#15613\u003c/a\u003e by \u003ca href=\"https://github.com/AshNicolus\"\u003e\u003ccode\u003e@​AshNicolus\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add API reference page for fastapi.sse. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15930\"\u003e#15930\u003c/a\u003e by \u003ca href=\"https://github.com/SAURABHSALVE\"\u003e\u003ccode\u003e@​SAURABHSALVE\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.12\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix line splitting in \u003ccode\u003eformat_sse_event\u003c/code\u003e to comply with SSE spec. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15515\"\u003e#15515\u003c/a\u003e by \u003ca href=\"https://github.com/Zawwarsami16\"\u003e\u003ccode\u003e@​Zawwarsami16\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.11\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eresponse_model_*\u003c/code\u003e params ignored for non-generator endpoints with \u003ccode\u003eIterable[..]\u003c/code\u003e return type. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15093\"\u003e#15093\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.10\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix handling sequences with nested Annotated types. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/14874\"\u003e#14874\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Accept any base test failure as regression. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16092\"\u003e#16092\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🐛 Preserve pytest exit code in regression check. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16091\"\u003e#16091\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✅ Test PR regressions against base code. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16090\"\u003e#16090\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.140.9\u003c/h2\u003e\n\u003ch3\u003eFixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🐛 Fix \u003ccode\u003eexclude_defaults\u003c/code\u003e not propagated to dict keys and values in \u003ccode\u003ejsonable_encoder\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/16043\"\u003e#16043\u003c/a\u003e by \u003ca href=\"https://github.com/MBGrao\"\u003e\u003ccode\u003e@​MBGrao\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/95f8322ee1dcda7ceace7b1c4f6c9915b36d748f\"\u003e\u003ccode\u003e95f8322\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.141.1 (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/16106\"\u003e#16106\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/f137944c435cff4e4b30ea7d12855ea88ddb868c\"\u003e\u003ccode\u003ef137944\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/d62354434b2e508fe89024213b220ca8e67dea5e\"\u003e\u003ccode\u003ed623544\u003c/code\u003e\u003c/a\u003e 🐛 Fix support for background tasks and head...\n\n_Description has been truncated_","html_url":"https://github.com/Entrpi/vllm-glm-5.3-flash-spark/pull/10","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Entrpi%2Fvllm-glm-5.3-flash-spark/issues/10","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/10/packages"}}]}