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Add dynamic resolution input/interpolate position embedding to SigLIP #30719

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davidgxue
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@davidgxue davidgxue commented May 8, 2024

What does this PR do?

Addresses #30579

Tests

  • Slow test passing
Screenshot 2024-05-08 at 1 25 48 PM

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  • [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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  • Did you write any new necessary tests?

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@amyeroberts

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V. nice and clean PR - thanks for adding this!

Just some tiny nits


# verify the shape
# patch size = 16
# batch size 1, (640/16) * (480/16) = 1200 patches, 768 hidden size
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nice comment :)

src/transformers/models/siglip/modeling_siglip.py Outdated Show resolved Hide resolved
src/transformers/models/siglip/modeling_siglip.py Outdated Show resolved Hide resolved
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
@amyeroberts amyeroberts merged commit 60293bd into huggingface:main May 9, 2024
18 checks passed
zucchini-nlp pushed a commit to zucchini-nlp/transformers that referenced this pull request May 10, 2024
…huggingface#30719)

* Add interpolate positional encoding to siglip

* Change # of patches for siglip interpolation test

* fix formatting

* Apply nit suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
itazap pushed a commit that referenced this pull request May 14, 2024
…#30719)

* Add interpolate positional encoding to siglip

* Change # of patches for siglip interpolation test

* fix formatting

* Apply nit suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
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2 participants