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[Bugfix] Fix broken phi3-v mm_processor_kwargs tests (#11263)
Signed-off-by: Isotr0py <2037008807@qq.com>
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@ -58,16 +58,14 @@ def test_max_tokens_override(get_max_phi3v_image_tokens, model: str,
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@pytest.mark.parametrize("model", models)
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@pytest.mark.parametrize(
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"num_crops,expected_toks_per_img,num_imgs",
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"num_crops,expected_toks_per_img",
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[
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(4, 757, 1),
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(4, 757, 2),
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(16, 1921, 1),
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(16, 1921, 2),
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(4, 757),
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(16, 1921),
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# the default num_crops of phi-3.5-vision is 4
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(None, 757, 2),
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(None, 757, 2),
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(None, 757),
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])
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@pytest.mark.parametrize("num_imgs", [1, 2])
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def test_processor_override(processor_for_phi3v, image_assets: _ImageAssets,
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model: str, num_crops: Optional[int],
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expected_toks_per_img: int, num_imgs: int):
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@ -302,11 +302,18 @@ class Phi3HDImageEmbedding(Phi3ImageEmbeddingBase):
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return image_features_hd_newline
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def get_max_phi3v_image_tokens(ctx: InputContext) -> int:
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processor = ctx.get_hf_processor()
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image_processor = processor.image_processor # type: ignore
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def get_max_phi3v_image_tokens(
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ctx: InputContext,
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*,
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num_crops: Optional[int] = None,
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) -> int:
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mm_processor_kwargs = {}
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if num_crops:
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mm_processor_kwargs["num_crops"] = num_crops
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return image_processor.calc_num_image_tokens_from_image_size(
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processor = ctx.get_hf_processor(**mm_processor_kwargs)
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return processor.calc_num_image_tokens_from_image_size(
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width=MAX_IMAGE_FEATURE_SIZE_WIDTH,
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height=MAX_IMAGE_FEATURE_SIZE_HEIGHT,
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)
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