SUMIN/HuggingFace_transformer
1
0
Fork 0
Code Issues Pull Requests Actions 7 Packages Projects Releases Wiki Activity

Add Idefics2/3 and SmolVLM Fast image processors + improvements for fast image processors (#38157)

Browse Source 
* add working idefics2 fast and improvements for fast nested images processing

* add fast image processors idefics 3 and smolvlm

* cleanup tests

* fic doc idefics2

* PR review and fix issues after merge

* Force providing disable_grouping to group_images_by_shape

* simplify group_images_by_shape

* fix modular

* Fix nits after review
This commit is contained in:
Yoni Gozlan
2025-06-23 10:17:25 -04:00
committed by GitHub
parent 1a96127e46
commit d29482cc91
61 changed files with 2023 additions and 425 deletions
Download Patch File Download Diff File Expand all files Collapse all files

10
tests/models/got_ocr2/test_image_processing_got_ocr2.py
View File

@@ -125,10 +125,7 @@ class GotOcr2ProcessingTest(ImageProcessingTestMixin, unittest.TestCase):
encoding_fast = image_processor_fast(dummy_image, return_tensors="pt")
torch.testing.assert_close(encoding_slow.num_patches, encoding_fast.num_patches)
self.assertTrue(torch.allclose(encoding_slow.pixel_values, encoding_fast.pixel_values, atol=1e-1))
self.assertLessEqual(
torch.mean(torch.abs(encoding_slow.pixel_values - encoding_fast.pixel_values)).item(), 1e-3
)
self._assert_slow_fast_tensors_equivalence(encoding_slow.pixel_values, encoding_fast.pixel_values)
def test_slow_fast_equivalence_batched_crop_to_patches(self):
# Prepare image inputs so that we have two groups of images with equal resolution with a group of images with
@@ -144,10 +141,7 @@ class GotOcr2ProcessingTest(ImageProcessingTestMixin, unittest.TestCase):
encoding_fast = image_processor_fast(dummy_images, return_tensors="pt")
torch.testing.assert_close(encoding_slow.num_patches, encoding_fast.num_patches)
self.assertTrue(torch.allclose(encoding_slow.pixel_values, encoding_fast.pixel_values, atol=1e-1))
self.assertLessEqual(
torch.mean(torch.abs(encoding_slow.pixel_values - encoding_fast.pixel_values)).item(), 1e-3
)
self._assert_slow_fast_tensors_equivalence(encoding_slow.pixel_values, encoding_fast.pixel_values)
def test_crop_to_patches(self):
# test slow image processor