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Fix typing issues with SigLip2 (#37356)

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* Fix issues

* Fix comment

---------

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
This commit is contained in:
Eric Wiener 2025-04-11 17:24:23 -04:00 committed by GitHub
parent aaf129cdae
commit 953196a43d
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GPG Key ID: B5690EEEBB952194
2 changed files with 7 additions and 3 deletions
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6
src/transformers/image_processing_utils_fast.py
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@ -691,8 +691,12 @@ class BaseImageProcessorFast(BaseImageProcessor):
# torch resize uses interpolation instead of resample # torch resize uses interpolation instead of resample
resample = kwargs.pop("resample") resample = kwargs.pop("resample")
# Check if resample is an int before checking if it's an instance of PILImageResampling
# because if pillow < 9.1.0, resample is an int and PILImageResampling is a module.
# Checking PILImageResampling will fail with error `TypeError: isinstance() arg 2 must be a type or tuple of types`.
kwargs["interpolation"] = ( kwargs["interpolation"] = (
pil_torch_interpolation_mapping[resample] if isinstance(resample, (PILImageResampling, int)) else resample pil_torch_interpolation_mapping[resample] if isinstance(resample, (int, PILImageResampling)) else resample
) )
# Pop kwargs that are not needed in _preprocess # Pop kwargs that are not needed in _preprocess

4
src/transformers/models/siglip2/image_processing_siglip2.py
View File

@ -163,7 +163,7 @@ class Siglip2ImageProcessor(BaseImageProcessor):
def __init__( def __init__(
self, self,
do_resize: bool = True, do_resize: bool = True,
resample: PILImageResampling = PILImageResampling.BILINEAR, resample: "PILImageResampling" = PILImageResampling.BILINEAR,
do_rescale: bool = True, do_rescale: bool = True,
rescale_factor: float = 1 / 255, rescale_factor: float = 1 / 255,
do_normalize: bool = True, do_normalize: bool = True,
@ -195,7 +195,7 @@ class Siglip2ImageProcessor(BaseImageProcessor):
self, self,
images: ImageInput, images: ImageInput,
do_resize: Optional[bool] = None, do_resize: Optional[bool] = None,
resample: Optional[PILImageResampling] = None, resample: Optional["PILImageResampling"] = None,
do_rescale: Optional[bool] = None, do_rescale: Optional[bool] = None,
rescale_factor: Optional[float] = None, rescale_factor: Optional[float] = None,
do_normalize: Optional[bool] = None, do_normalize: Optional[bool] = None,