HuggingFace_transformer

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Add aya (#36521 )

* initial commit

* small fix

* move stuff to image processing file

* remove stuff in validate turn and fix return tensor

* remove liquid stuff

* in the process of addressing comments

* changes to get the right tokenization

* new __init__ works

* fixing defulat std and mean

* works

* small testing scipt -- to be deleted before merge

* remove redundant code

* addressing comments

* fix inits, add docs templates

* refactor processor, switch to gotocr image processor

* remove image proc from init

* refactor to working llava-style architecture

* Change AyaVisionModel to AyaVisionForConditionalGeneration

* add tests

* fixups

* update doc

* Adding logits_to_keep explicitly in ayavision forward to enable compatibility with cohere model

* better variable names + remove code paths

* Updates to aya_vision.md

* address comments

* adding copied from

* make style and remove unused projector_hidden_act from config

* sort init

* include usage of fast image proc and proc on cuda in doc

* update checkpoint iin test processor

* update checkpoint in test processor 2

* remove test_model and update docstring

* skip failing tests

---------

Co-authored-by: Saurabh Dash <saurabh@cohere.com>
Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>

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albert.md

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align.md

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audio-spectrogram-transformer.md

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auto.md

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

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autoformer.md

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aya_vision.md

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bamba.md

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pegasus.md

[docs] Redesign (#31757 )

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perceiver.md

[docs] Redesign (#31757 )

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persimmon.md

[docs] Redesign (#31757 )

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phi3.md

[docs] Redesign (#31757 )

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phi.md

[docs] Redesign (#31757 )

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phimoe.md

[docs] Redesign (#31757 )

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phobert.md

[docs] Redesign (#31757 )

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pix2struct.md

[docs] Redesign (#31757 )

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pixtral.md

[docs] Redesign (#31757 )

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plbart.md

[docs] Redesign (#31757 )

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poolformer.md

[docs] Redesign (#31757 )

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pop2piano.md

[docs] Redesign (#31757 )

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prophetnet.md

[docs] Redesign (#31757 )

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pvt_v2.md

[docs] Redesign (#31757 )

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pvt.md

[docs] Redesign (#31757 )

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qdqbert.md

[docs] Redesign (#31757 )

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qwen2_5_vl.md

[docs] Redesign (#31757 )

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qwen2_audio.md

[docs] Redesign (#31757 )

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qwen2_moe.md

[docs] Redesign (#31757 )

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qwen2_vl.md

[docs] Redesign (#31757 )

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qwen2.md

[docs] Redesign (#31757 )

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rag.md

[docs] Redesign (#31757 )

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realm.md

[docs] Redesign (#31757 )

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recurrent_gemma.md

[docs] Redesign (#31757 )

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reformer.md

[docs] Redesign (#31757 )

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regnet.md

[docs] Redesign (#31757 )

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rembert.md

[docs] Redesign (#31757 )

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resnet.md

[docs] Redesign (#31757 )

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retribert.md

[docs] Redesign (#31757 )

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roberta-prelayernorm.md

[docs] Redesign (#31757 )

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roberta.md

[docs] Redesign (#31757 )

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roc_bert.md

[docs] Redesign (#31757 )

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roformer.md

[docs] Redesign (#31757 )

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rt_detr_v2.md

[docs] Redesign (#31757 )

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rt_detr.md

[docs] Redesign (#31757 )

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rwkv.md

[docs] Redesign (#31757 )

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sam.md

[docs] Redesign (#31757 )

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seamless_m4t_v2.md

[docs] Redesign (#31757 )

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seamless_m4t.md

[docs] Redesign (#31757 )

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segformer.md

[docs] Redesign (#31757 )

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seggpt.md

[docs] Redesign (#31757 )

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sew-d.md

[docs] Redesign (#31757 )

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sew.md

[docs] Redesign (#31757 )

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siglip2.md

[docs] Redesign (#31757 )

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siglip.md

[docs] Redesign (#31757 )

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smolvlm.md

[docs] Redesign (#31757 )

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speech_to_text_2.md

Deprecate low use models (#30781 )

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

speech_to_text.md

[docs] Redesign (#31757 )

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

speech-encoder-decoder.md

[docs] Redesign (#31757 )

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speecht5.md

[docs] Redesign (#31757 )

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splinter.md

[docs] Redesign (#31757 )

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squeezebert.md

[docs] Redesign (#31757 )

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stablelm.md

[docs] Redesign (#31757 )

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starcoder2.md

[docs] Redesign (#31757 )

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superglue.md

[docs] Redesign (#31757 )

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superpoint.md

[docs] Redesign (#31757 )

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swiftformer.md

[docs] Redesign (#31757 )

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swin2sr.md

[docs] Redesign (#31757 )

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swin.md

[docs] Redesign (#31757 )

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swinv2.md

[docs] Redesign (#31757 )

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switch_transformers.md

[docs] Redesign (#31757 )

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t5.md

[docs] Redesign (#31757 )

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t5v1.1.md

[docs] Redesign (#31757 )

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table-transformer.md

[docs] Redesign (#31757 )

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tapas.md

[docs] Redesign (#31757 )

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tapex.md

[docs] Redesign (#31757 )

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textnet.md

[docs] Redesign (#31757 )

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time_series_transformer.md

[docs] Redesign (#31757 )

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timesformer.md

[docs] Redesign (#31757 )

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timm_wrapper.md

[docs] Redesign (#31757 )

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trajectory_transformer.md

[docs] Redesign (#31757 )

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transfo-xl.md

[docs] Redesign (#31757 )

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trocr.md

[docs] Redesign (#31757 )

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tvlt.md

[docs] Redesign (#31757 )

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tvp.md

[docs] Redesign (#31757 )

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udop.md

[docs] Redesign (#31757 )

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ul2.md

[docs] Redesign (#31757 )

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umt5.md

[docs] Redesign (#31757 )

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unispeech-sat.md

[docs] Redesign (#31757 )

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unispeech.md

[docs] Redesign (#31757 )

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univnet.md

[docs] Redesign (#31757 )

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upernet.md

[docs] Redesign (#31757 )

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van.md

[docs] Redesign (#31757 )

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video_llava.md

[docs] Redesign (#31757 )

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videomae.md

[docs] Redesign (#31757 )

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vilt.md

[docs] Redesign (#31757 )

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vipllava.md

[docs] Redesign (#31757 )

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vision-encoder-decoder.md

[docs] Redesign (#31757 )

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vision-text-dual-encoder.md

[docs] Redesign (#31757 )

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

visual_bert.md

[docs] Redesign (#31757 )

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

vit_hybrid.md

[docs] Redesign (#31757 )

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vit_mae.md

[docs] Redesign (#31757 )

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

vit_msn.md

[docs] Redesign (#31757 )

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vit.md

[docs] Redesign (#31757 )

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vitdet.md

[docs] Redesign (#31757 )

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vitmatte.md

[docs] Redesign (#31757 )

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vitpose.md

[docs] Redesign (#31757 )

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vits.md

[docs] Redesign (#31757 )

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vivit.md

[docs] Redesign (#31757 )

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wav2vec2_phoneme.md

[docs] Redesign (#31757 )

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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 )

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wavlm.md

[docs] Redesign (#31757 )

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whisper.md

[docs] Redesign (#31757 )

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xclip.md

[docs] Redesign (#31757 )

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xglm.md

[docs] Redesign (#31757 )

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xlm-prophetnet.md

[docs] Redesign (#31757 )

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xlm-roberta-xl.md

[docs] Redesign (#31757 )

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xlm-roberta.md

[docs] Redesign (#31757 )

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xlm-v.md

[docs] Redesign (#31757 )

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xlm.md

[docs] Redesign (#31757 )

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xlnet.md

[docs] Redesign (#31757 )

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xls_r.md

[docs] Redesign (#31757 )

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xlsr_wav2vec2.md

[docs] Redesign (#31757 )

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xmod.md

[docs] Redesign (#31757 )

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yolos.md

[docs] Redesign (#31757 )

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yoso.md

[docs] Redesign (#31757 )

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zamba2.md

[docs] Redesign (#31757 )

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zamba.md

[docs] Redesign (#31757 )

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zoedepth.md

[docs] Redesign (#31757 )

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