Vinh H. Pham 7cc9e61a3a Add Fast Image Processor for Donut (#37081) ...

* add donut fast image processor support

* run make style

* Update src/transformers/models/donut/image_processing_donut_fast.py

Co-authored-by: Parteek <parteekkamboj112@gmail.com>

* update test, remove none default values

* add do_align_axis = True test, fix bug in slow image processor

* run make style

* remove np usage

* make style

* Apply suggestions from code review

* Update src/transformers/models/donut/image_processing_donut_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* add size revert in preprocess

* make style

* fix copies

* add test for preprocess with kwargs

* make style

* handle None input_data_format in align_long_axis

---------

Co-authored-by: Parteek <parteekkamboj112@gmail.com>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

2025-04-14 16:24:01 +02:00

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albert.md

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align.md

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altclip.md

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aria.md

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audio-spectrogram-transformer.md

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

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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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bark.md

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bart.md

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barthez.md

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bartpho.md

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beit.md

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bert-generation.md

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bert-japanese.md

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bert.md

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bertweet.md

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big_bird.md

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bigbird_pegasus.md

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biogpt.md

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bit.md

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blenderbot-small.md

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blenderbot.md

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blip-2.md

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blip.md

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bloom.md

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bort.md

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bridgetower.md

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bros.md

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byt5.md

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camembert.md

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canine.md

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chameleon.md

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chinese_clip.md

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clap.md

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clip.md

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clipseg.md

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clvp.md

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code_llama.md

chore: Update model doc for code_llama (#37115)

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codegen.md

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cohere2.md

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cohere.md

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colpali.md

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conditional_detr.md

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convbert.md

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convnext.md

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convnextv2.md

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cpm.md

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cpmant.md

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ctrl.md

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cvt.md

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dab-detr.md

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dac.md

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data2vec.md

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dbrx.md

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deberta-v2.md

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deberta.md

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decision_transformer.md

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deepseek_v3.md

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deformable_detr.md

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deit.md

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deplot.md

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depth_anything_v2.md

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

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depth_anything.md

Update model card for Depth Anything (#37065)

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depth_pro.md

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deta.md

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detr.md

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dialogpt.md

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diffllama.md

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dinat.md

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dinov2_with_registers.md

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dinov2.md

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distilbert.md

Updated model card for distilbert (#37157)

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dit.md

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donut.md

Add Fast Image Processor for Donut (#37081)

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dpr.md

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dpt.md

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efficientformer.md

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efficientnet.md

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electra.md

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emu3.md

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encodec.md

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encoder-decoder.md

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ernie_m.md

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ernie.md

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esm.md

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falcon3.md

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falcon_mamba.md

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falcon.md

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fastspeech2_conformer.md

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flan-t5.md

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flan-ul2.md

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flaubert.md

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flava.md

Add Fast Image Processor for Flava (#37135)

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fnet.md

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focalnet.md

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fsmt.md

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funnel.md

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fuyu.md

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gemma2.md

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gemma3.md

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gemma.md

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git.md

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glm4.md

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glm.md

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glpn.md

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got_ocr2.md

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gpt2.md

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gpt_bigcode.md

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gpt_neo.md

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gpt_neox_japanese.md

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gpt_neox.md

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gpt-sw3.md

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gptj.md

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gptsan-japanese.md

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granite_speech.md

Add Granite Speech Support (#36801)

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granite.md

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granitemoe.md

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granitemoeshared.md

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granitevision.md

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graphormer.md

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grounding-dino.md

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groupvit.md

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helium.md

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herbert.md

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hiera.md

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hubert.md

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ibert.md

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idefics2.md

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idefics3.md

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idefics.md

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ijepa.md

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imagegpt.md

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informer.md

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instructblip.md

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instructblipvideo.md

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jamba.md

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jetmoe.md

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jukebox.md

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kosmos-2.md

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layoutlm.md

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layoutlmv2.md

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layoutlmv3.md

Add Fast Image Processor for LayoutLMv3 (#37201)

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layoutxlm.md

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led.md

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levit.md

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lilt.md

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llama2.md

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llama3.md

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llama4.md

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llama.md

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llava_next_video.md

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llava_next.md

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llava_onevision.md

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llava.md

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longformer.md

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longt5.md

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luke.md

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lxmert.md

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m2m_100.md

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madlad-400.md

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mamba2.md

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mamba.md

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marian.md

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markuplm.md

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mask2former.md

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maskformer.md

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matcha.md

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mbart.md

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mctct.md

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mega.md

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megatron_gpt2.md

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megatron-bert.md

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mgp-str.md

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mimi.md

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mistral3.md

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mistral.md

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mixtral.md

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mllama.md

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mluke.md

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mms.md

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mobilebert.md

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mobilenet_v1.md

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mobilenet_v2.md

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mobilevit.md

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mobilevitv2.md

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modernbert.md

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moonshine.md

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moshi.md

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mpnet.md

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mt5.md

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musicgen_melody.md

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musicgen.md

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mvp.md

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myt5.md

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nat.md

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nemotron.md

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nezha.md

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nougat.md

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nystromformer.md

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olmo2.md

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olmo.md

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olmoe.md

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omdet-turbo.md

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oneformer.md

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open-llama.md

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openai-gpt.md

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opt.md

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owlv2.md

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owlvit.md

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paligemma.md

[docs] Attention mask image (#36970)

2025-03-26 10:11:34 -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

Add Fast Image Processor for Perceiver (#37176)

2025-04-14 13:49:13 +02:00

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

[Phi4] add multimodal chat template (#36996)

2025-04-03 09:52:09 +02:00

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_omni.md

Add Qwen2.5-Omni (#36752)

2025-04-14 12:36:41 +02:00

qwen2_5_vl.md

feat: updated model card for qwen_2.5_vl (#37099)

2025-04-03 09:13:26 -07:00

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

Updated model card for Qwen2 (#37192)

2025-04-02 18:10:41 -07:00

qwen3_moe.md

Adding Qwen3 and Qwen3MoE (#36878)

2025-03-31 09:50:49 +02:00

qwen3.md

Adding Qwen3 and Qwen3MoE (#36878)

2025-03-31 09:50:49 +02:00

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

Create and Expose SamVisionModel as public for better accessibility (#36493)

2025-03-31 11:45:07 +02:00

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

Adding links to ShieldGemma 2 technical report (#37247)

2025-04-03 16:26:29 +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

Updated T5 model card with standardized format (#37261)

2025-04-04 15:23:09 -07:00

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