Sourced from timm's releases.

Release v1.0.19

Patch release for Python 3.9 compat break in 1.0.18

July 23, 2025

• Add set_input_size() method to EVA models, used by OpenCLIP 3.0.0 to allow resizing for timm based encoder models.
• Release 1.0.18, needed for PE-Core S & T models in OpenCLIP 3.0.0
• Fix small typing issue that broke Python 3.9 compat. 1.0.19 patch release.

July 21, 2025

• ROPE support added to NaFlexViT. All models covered by the EVA base (eva.py) including EVA, EVA02, Meta PE ViT, timm SBB ViT w/ ROPE, and Naver ROPE-ViT can be now loaded in NaFlexViT when use_naflex=True passed at model creation time
• More Meta PE ViT encoders added, including small/tiny variants, lang variants w/ tiling, and more spatial variants.
• PatchDropout fixed with NaFlexViT and also w/ EVA models (regression after adding Naver ROPE-ViT)
• Fix XY order with grid_indexing='xy', impacted non-square image use in 'xy' mode (only ROPE-ViT and PE impacted).

What's Changed

• Add ROPE support to NaFlexVit (axial and mixed), and support most (all?) EVA based vit models & weights by @​rwightman in huggingface/pytorch-image-models#2552
• Support set_input_size() in EVA models by @​rwightman in huggingface/pytorch-image-models#2554

Full Changelog: https://github.com/huggingface/pytorch-image-models/compare/v1.0.17...v1.0.18

Release v1.0.18

July 23, 2025

• Add set_input_size() method to EVA models, used by OpenCLIP 3.0.0 to allow resizing for timm based encoder models.
• Release 1.0.18, needed for PE-Core S & T models in OpenCLIP 3.0.0

July 21, 2025

• ROPE support added to NaFlexViT. All models covered by the EVA base (eva.py) including EVA, EVA02, Meta PE ViT, timm SBB ViT w/ ROPE, and Naver ROPE-ViT can be now loaded in NaFlexViT when use_naflex=True passed at model creation time
• More Meta PE ViT encoders added, including small/tiny variants, lang variants w/ tiling, and more spatial variants.
• PatchDropout fixed with NaFlexViT and also w/ EVA models (regression after adding Naver ROPE-ViT)
• Fix XY order with grid_indexing='xy', impacted non-square image use in 'xy' mode (only ROPE-ViT and PE impacted).

What's Changed

• Add ROPE support to NaFlexVit (axial and mixed), and support most (all?) EVA based vit models & weights by @​rwightman in huggingface/pytorch-image-models#2552
• Support set_input_size() in EVA models by @​rwightman in huggingface/pytorch-image-models#2554

Full Changelog: https://github.com/huggingface/pytorch-image-models/compare/v1.0.17...v1.0.18

• d08d5a0 Fix #2555 for Python 3.9 compat. Release 1.0.19
• 0e79579 Fix newer type annotation in layers/typing
• e6ab6bc Release 1.0.18
• 280a90c Support set_input_size() in EVA models (#2554)
• 19f2bfb Update README.md
• 4a67e13 Add 8 new Meta Perception Encoder (PE) weight/variants via EVA. Test NaFlexVi...
• c603c31 Fix attn pool specific num_heads / mlp_ratio being passed for PE models in Na...
• 6fb3536 Fix PE ViT norm layers in NaFlexVit. Still need a PE Giant fix...
• 68790f9 Fix model patch sizes != 16 in validate.py for naflex_loader use
• 6b0842e Cleanup eva kwarg handling for naflexvit adaptation, remove debug print
• Additional commits viewable in compare view

You can trigger Dependabot actions by commenting on this PR:

• @dependabot rebase will rebase this PR
• @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
• @dependabot merge will merge this PR after your CI passes on it
• @dependabot squash and merge will squash and merge this PR after your CI passes on it
• @dependabot cancel merge will cancel a previously requested merge and block automerging
• @dependabot reopen will reopen this PR if it is closed
• @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
• @dependabot show <dependency name> ignore conditions will show all of the ignore conditions of the specified dependency
• @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)