Add Phi4 multimodal #36939
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Add Phi4 multimodal #36939
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ArthurZucker
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zucchini-nlp
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May 14, 2025
* raw start * update * update * add to imports * update * up * simplify configs * clean configs * style * typos * Update convert_phi4_multimodal_weights_to_hf.py * Update convert_phi4_multimodal_weights_to_hf.py * fix * up * up * up * Update convert_phi4_multimodal_weights_to_hf.py * Update convert_phi4_multimodal_weights_to_hf.py * up * up * up * Update feature_extraction_phi4_multimodal.py * up * up * up * up * up * simplify configs * typo * cut code * typo * typo * typo * re * typo * up * up * up * add tests * fix * fix * Update test_modeling_phi4_multimodal.py * up * Update test_modeling_phi4_multimodal.py * doc * fix * up * up * up * up * up * up * simplify * up * simplify * config docstrings * cleanup * clean * typo * typo * fix * Update phi4_multimodal.md * fix * fix * Update test_modeling_phi4_multimodal.py * update * simplify reshapes and permutes * up * simplify special tokens * simplify processor a lot * Update processing_phi4_multimodal.py * Update processing_phi4_multimodal.py * switch to fast processor * image processor * Update image_processing_phi4_multimodal_fast.py * add lora extraction to converter * Update convert_phi4_multimodal_weights_to_hf.py * Update __init__.py * add AudioInput type in audio_utils * rewrite feature_extraction: support torch batched FFT * input_audio_embeds -> audio_input_features, input_image_embeds -> image_pixel_values * test update * not mono channel warning update * remove auto maps from processor * kargs dispatch in processor * simplify kwargs dispatch * simplify merging * remove default sampling rate * style * Update test_modeling_phi4_multimodal.py * update doc * doc * torch only feature extractor * make fake tokens adjustable * Update feature_extraction_phi4_multimodal.py * fix * Update processing_phi4_multimodal.py * simplify mask * last touch * fix copies * style * Update audio_utils.py * style * Update feature_extraction_phi4_multimodal.py * Update __init__.py * docstrings * copies * fix all checks * back to fix-copies * trigger CIs * Update feature_extraction_phi4_multimodal.py * improve tests with multimodal inputs * trigger CIs --------- Co-authored-by: Eustache Le Bihan <eulebihan@gmail.com>
soghomon-b
pushed a commit
to soghomon-b/transformers
that referenced
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Aug 24, 2025
* raw start * update * update * add to imports * update * up * simplify configs * clean configs * style * typos * Update convert_phi4_multimodal_weights_to_hf.py * Update convert_phi4_multimodal_weights_to_hf.py * fix * up * up * up * Update convert_phi4_multimodal_weights_to_hf.py * Update convert_phi4_multimodal_weights_to_hf.py * up * up * up * Update feature_extraction_phi4_multimodal.py * up * up * up * up * up * simplify configs * typo * cut code * typo * typo * typo * re * typo * up * up * up * add tests * fix * fix * Update test_modeling_phi4_multimodal.py * up * Update test_modeling_phi4_multimodal.py * doc * fix * up * up * up * up * up * up * simplify * up * simplify * config docstrings * cleanup * clean * typo * typo * fix * Update phi4_multimodal.md * fix * fix * Update test_modeling_phi4_multimodal.py * update * simplify reshapes and permutes * up * simplify special tokens * simplify processor a lot * Update processing_phi4_multimodal.py * Update processing_phi4_multimodal.py * switch to fast processor * image processor * Update image_processing_phi4_multimodal_fast.py * add lora extraction to converter * Update convert_phi4_multimodal_weights_to_hf.py * Update __init__.py * add AudioInput type in audio_utils * rewrite feature_extraction: support torch batched FFT * input_audio_embeds -> audio_input_features, input_image_embeds -> image_pixel_values * test update * not mono channel warning update * remove auto maps from processor * kargs dispatch in processor * simplify kwargs dispatch * simplify merging * remove default sampling rate * style * Update test_modeling_phi4_multimodal.py * update doc * doc * torch only feature extractor * make fake tokens adjustable * Update feature_extraction_phi4_multimodal.py * fix * Update processing_phi4_multimodal.py * simplify mask * last touch * fix copies * style * Update audio_utils.py * style * Update feature_extraction_phi4_multimodal.py * Update __init__.py * docstrings * copies * fix all checks * back to fix-copies * trigger CIs * Update feature_extraction_phi4_multimodal.py * improve tests with multimodal inputs * trigger CIs --------- Co-authored-by: Eustache Le Bihan <eulebihan@gmail.com>
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