Cyril Vallez 4303d88c09

Add Phi4 multimodal (#36939) ...

* 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>

2025-03-25 09:55:21 +01:00

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