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

..

albert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

align.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

altclip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

aria.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

audio-spectrogram-transformer.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

auto.md

Add auto model for image-text-to-text (#32472)

2024-10-08 14:26:43 +02:00

autoformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

aya_vision.md

Add aya (#36521)

2025-03-04 12:24:33 +01:00

bamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bark.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bart.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

barthez.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bartpho.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

beit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bert-generation.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bert-japanese.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bert.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

bertweet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

big_bird.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bigbird_pegasus.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

biogpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

blenderbot-small.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

blenderbot.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

blip-2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

blip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bloom.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bort.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bridgetower.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

bros.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

byt5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

camembert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

canine.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

chameleon.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

chinese_clip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

clap.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

clip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

clipseg.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

clvp.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

code_llama.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

codegen.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cohere2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cohere.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

colpali.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

conditional_detr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

convbert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

convnext.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

convnextv2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cpm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cpmant.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ctrl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cvt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dab-detr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dac.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

data2vec.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dbrx.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

deberta-v2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

deberta.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

decision_transformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

deformable_detr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

deit.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

deplot.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

depth_anything_v2.md

Add post_process_depth_estimation to image processors and support ZoeDepth's inference intricacies (#32550)

2024-10-22 15:50:54 +02:00

depth_anything.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

depth_pro.md

fix typos in the docs directory (#36639)

2025-03-11 09:41:41 -07:00

deta.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

detr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dialogpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

diffllama.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dinat.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dinov2_with_registers.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

dinov2.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

distilbert.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

dit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

donut.md

[Docs] Model_doc structure/clarity improvements (#26876)

2023-11-03 10:57:03 -04:00

dpr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

dpt.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

efficientformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

efficientnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

electra.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

emu3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

encodec.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

encoder-decoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ernie_m.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ernie.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

esm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

falcon3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

falcon_mamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

falcon.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fastspeech2_conformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

flan-t5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

flan-ul2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

flaubert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

flava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

focalnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fsmt.md

[Docs] Model_doc structure/clarity improvements (#26876)

2023-11-03 10:57:03 -04:00

funnel.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fuyu.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gemma2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gemma3.md

Deprecate #36741 and map Causal to Conditional (#36917)

2025-03-25 09:13:56 +01:00

gemma.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

git.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

glm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

glpn.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

got_ocr2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gpt2.md

[GPT2] Add SDPA support (#31172)

2024-06-19 09:40:57 +02:00

gpt_bigcode.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gpt_neo.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gpt_neox_japanese.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gpt_neox.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gpt-sw3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gptj.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

gptsan-japanese.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

granite.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

granitemoe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

granitemoeshared.md

add shared experts for upcoming Granite 4.0 language models (#35894)

2025-02-14 16:55:28 +01:00

granitevision.md

Update Granite Vision Model Path / Tests (#35998)

2025-02-03 20:06:03 +01:00

graphormer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

grounding-dino.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

groupvit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

helium.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

herbert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

hiera.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

hubert.md

[MINOR:TYPO] Update hubert.md (#36733)

2025-03-17 09:07:51 -07:00

ibert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

idefics2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

idefics3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

idefics.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ijepa.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

imagegpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

informer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

instructblip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

instructblipvideo.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

jamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

jetmoe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

jukebox.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

kosmos-2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

layoutlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

layoutlmv2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

layoutlmv3.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

layoutxlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

led.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

levit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

lilt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

llama2.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

llama3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

llama.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

llava_next_video.md

fix typos in the docs directory (#36639)

2025-03-11 09:41:41 -07:00

llava_next.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

llava_onevision.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

llava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

longformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

longt5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

luke.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

lxmert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

m2m_100.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

madlad-400.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mamba2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

marian.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

markuplm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mask2former.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

maskformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

matcha.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mbart.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mctct.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mega.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

megatron_gpt2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

megatron-bert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mgp-str.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mimi.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mistral3.md

Fix Mistral3 tests (#36797)

2025-03-18 13:08:12 -04:00

mistral.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mixtral.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mllama.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mluke.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mms.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mobilebert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mobilenet_v1.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mobilenet_v2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mobilevit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mobilevitv2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

modernbert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

moonshine.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

moshi.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mpnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mra.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mt5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

musicgen_melody.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

musicgen.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

mvp.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

myt5.md

[WIP] Add Tokenizer for MyT5 Model (#31286)

2024-10-06 10:33:16 +02:00

nat.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nemotron.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nezha.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nllb-moe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nllb.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nougat.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nystromformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

olmo2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

olmo.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

olmoe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

omdet-turbo.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

oneformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

open-llama.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

openai-gpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

opt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

owlv2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

owlvit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

paligemma.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

patchtsmixer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

patchtst.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pegasus_x.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pegasus.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

perceiver.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

persimmon.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

phi3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

phi4_multimodal.md

Add Phi4 multimodal (#36939)

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

phi.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

phimoe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

phobert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pix2struct.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pixtral.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

plbart.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

poolformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pop2piano.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

prompt_depth_anything.md

Add Prompt Depth Anything Model (#35401)

2025-03-20 16:12:44 +00:00

prophetnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pvt_v2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pvt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qdqbert.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

qwen2_5_vl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qwen2_audio.md

[qwen2 audio] remove redundant code and update docs (#36282)

2025-03-20 10:54:51 +00:00

qwen2_moe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qwen2_vl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qwen2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

rag.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

realm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

recurrent_gemma.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

reformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

regnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

rembert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

resnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

retribert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

roberta-prelayernorm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

roberta.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

roc_bert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

roformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

rt_detr_v2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

rt_detr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

rwkv.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

sam.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

seamless_m4t_v2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

seamless_m4t.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

segformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

seggpt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

sew-d.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

sew.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

shieldgemma2.md

Shieldgemma2 (#36678)

2025-03-20 15:14:38 +01:00

siglip2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

siglip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

smolvlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

speech_to_text_2.md

Deprecate low use models (#30781)

2024-05-28 18:07:07 +01:00

speech_to_text.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

speech-encoder-decoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

speecht5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

splinter.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

squeezebert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

stablelm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

starcoder2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

superglue.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

superpoint.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

swiftformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

swin2sr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

swin.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

swinv2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

switch_transformers.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

t5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

t5v1.1.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

table-transformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tapas.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tapex.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

textnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

time_series_transformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

timesformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

timm_wrapper.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

trajectory_transformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

transfo-xl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

trocr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tvlt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tvp.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

udop.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ul2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

umt5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

unispeech-sat.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

unispeech.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

univnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

upernet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

van.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

video_llava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

videomae.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vilt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vipllava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vision-encoder-decoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vision-text-dual-encoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

visual_bert.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

vit_hybrid.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vit_mae.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vit_msn.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vit.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

vitdet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vitmatte.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vitpose.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vits.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vivit.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

wav2vec2_phoneme.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wav2vec2-bert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wav2vec2-conformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wav2vec2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wavlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

whisper.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

xclip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xglm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-prophetnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-roberta-xl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-roberta.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-v.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xls_r.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlsr_wav2vec2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xmod.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

yolos.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

yoso.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zamba2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zoedepth.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00