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added interpolation for vitmae model in pytorch as well as tf. #30732

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What does this PR do?

Adds interpolation capabilities for the tf and pytorch versions of vit_mae along with the test cases.

Addresses #30579 (vit_mae)
as discussed in #30657

Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested.

@amyeroberts

@bhuvanmdev
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Apologies, My previous PR got polluted with commits due to my negligence and lack of knowledge :( . I will make sure that is not repeated ever again.

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Apologies, My previous PR got polluted with commits due to my negligence and lack of knowledge :( . I will make sure that is not repeated ever again.

@bhuvanmdev It's OK, we're all learning :) If you hit tricky issues with the PR or git, feel free to ping on the PR and we can try to help (can't guarantee we'll know the answer though!)

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Looks great - thanks for working on this!

Just a few small comments

src/transformers/models/vit_mae/modeling_tf_vit_mae.py Outdated Show resolved Hide resolved
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bhuvanmdev commented May 16, 2024

Done @amyeroberts

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Thanks for adding!

Just some nits on typing and docstrings

src/transformers/models/vit_mae/modeling_vit_mae.py Outdated Show resolved Hide resolved
src/transformers/models/vit_mae/modeling_vit_mae.py Outdated Show resolved Hide resolved
src/transformers/models/vit_mae/modeling_tf_vit_mae.py Outdated Show resolved Hide resolved
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Thanks for adding this really useful feature to our vision models!

Just some small nits on the docstrings

src/transformers/models/vit_mae/modeling_tf_vit_mae.py Outdated Show resolved Hide resolved
src/transformers/models/vit_mae/modeling_vit_mae.py Outdated Show resolved Hide resolved
src/transformers/models/vit_mae/modeling_vit_mae.py Outdated Show resolved Hide resolved
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src/transformers/models/vit_mae/modeling_vit_mae.py Outdated Show resolved Hide resolved
src/transformers/models/vit_mae/modeling_tf_vit_mae.py Outdated Show resolved Hide resolved
doc fixes

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
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Thanks for adding and iterating on this!

For the quality checks - these are unrelated to this PR. We're currently battling to fix them. Once that's done I'll message here, we can rebase and this should be good to merge!

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