94d0262277
* mtmd: add llama-mtmd-debug binary * adapt * fixes * fix compile error * fix windows compile error * rm legacy clip_debug_encode() * add MTMD_API to fix build
25 lines
607 B
Markdown
25 lines
607 B
Markdown
# mtmd-debug
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## Debugging encode pass
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Example of debugging an input gray image (raw, not preprocessed):
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```py
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from transformers import AutoModel
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model = AutoModel.from_pretrained(...)
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def test_vision():
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img_size = 896 # number of patches per side
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pixel_values = torch.zeros(1, 3, img_size, img_size) + 0.5 # gray image
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with torch.no_grad():
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outputs = model.model.get_image_features(pixel_values=pixel_values)
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print("last_hidden_state shape:", outputs.last_hidden_state.shape)
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print("last_hidden_state:", outputs.last_hidden_state)
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test_vision()
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```
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## Debugging preprocess pass
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(TODO)
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