MinJu-Ha 49d9fd49bd Add Fast Image Processor for mobileViT (#37143) ...

* Add image_processing_mobilevit_fast.py

* Fix copies

* update _preprocess for channel_flip

* Update for batched image processing

* Resolve merge conflicts with main

* Fix import order and remove trailing whitespace (ruff clean-up)

* Fix copy inconsistencies

* Add NotImplementedError for post_process_semantic_segmentation to satisfy repo checks

* Add auto_docstring

* Adjust style

* Update docs/source/en/model_doc/mobilevit.md

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

* Update src/transformers/models/mobilevit/image_processing_mobilevit_fast.py

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

* Update src/transformers/models/mobilevit/image_processing_mobilevit_fast.py

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

* Delete not used function

* test: add missing tests for  and

* Add post_process_semantic_segmentation to mobilevit_fast.py

* Add preprocess function to image_processing_mobilebit_fast.py

* ruff check for formatting

* fix: modify preprocess method to handle BatchFeature correctly

* Remove logic for default value assignment

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

* Remove normalization adn RGB conversion logic not used in slow processor

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

* Simplify return_tensors logic using one-liner conditional expression

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

* Remove unused normalization and format parameters

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

* add **kwargs and remove default values in _preprocess

* add slow_fast equivalence tests for segmentation

* style: autoformat code with ruff

* Fix slow_fast equivalence test

* merge + remove skipped test

---------

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

2025-06-27 14:40:24 +00:00

..

albert.md

Remove merge conflict artifacts in Albert model doc (#38849)

2025-06-16 14:21:18 -07:00

align.md

Updated the Model docs - for the ALIGN model (#38072)

2025-05-28 09:19:09 -07:00

altclip.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

arcee.md

Add Arcee model support (#38621)

2025-06-24 15:05:29 +02:00

aria.md

Updated Aria model card (#38472)

2025-06-05 14:36:54 -07:00

audio-spectrogram-transformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

auto.md

Add Dia model (#38405)

2025-06-26 11:04:23 +00:00

autoformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

aya_vision.md

Updated aya_vision.md (#38749)

2025-06-16 10:46:30 -07:00

bamba.md

Update bamba model card (#38853)

2025-06-18 16:01:25 -07:00

bark.md

[docs] Redesign (#31757)

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

bart.md

New bart model card (#37858)

2025-05-27 11:51:41 -07:00

barthez.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bartpho.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

beit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bert-generation.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bert-japanese.md

[docs] Redesign (#31757)

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

bert.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

bertweet.md

Updated BERTweet model card. (#37981)

2025-05-27 11:51:22 -07:00

big_bird.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bigbird_pegasus.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

biogpt.md

Update BioGPT model card (#38214)

2025-05-23 13:03:47 -07:00

bit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bitnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

blenderbot-small.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

blenderbot.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

blip-2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

blip.md

Update blip model card (#38513)

2025-06-20 13:46:19 -07:00

bloom.md

[docs] Redesign (#31757)

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

bort.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bridgetower.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

bros.md

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

byt5.md

Standardize ByT5 model card format (#38699)

2025-06-09 15:02:50 -07:00

camembert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

canine.md

New canine model card (#38631)

2025-06-10 09:30:05 -07:00

chameleon.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

chinese_clip.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

clap.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

clip.md

Updated the model card for CLIP (#37040)

2025-04-02 14:57:38 -07:00

clipseg.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

clvp.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

code_llama.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

codegen.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

cohere2.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

cohere.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

colpali.md

Add ColQwen2 to 🤗 transformers (#35778)

2025-06-02 12:58:01 +00:00

colqwen2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

conditional_detr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

convbert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

convnext.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

convnextv2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

cpm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

cpmant.md

[docs] Redesign (#31757)

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

csm.md

[CSM] update model id (#38211)

2025-05-27 17:03:55 +02:00

ctrl.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

cvt.md

Update CvT documentation with improved usage examples and additional … (#38731)

2025-06-17 10:30:03 -07:00

d_fine.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dab-detr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dac.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

data2vec.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dbrx.md

[docs] Redesign (#31757)

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

deberta-v2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deberta.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

decision_transformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deepseek_v3.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deformable_detr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deplot.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

depth_anything_v2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

depth_anything.md

Update model card for Depth Anything (#37065)

2025-04-04 11:36:05 -07:00

depth_pro.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

deta.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

detr.md

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

dia.md

Add Dia model (#38405)

2025-06-26 11:04:23 +00:00

dialogpt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

diffllama.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dinat.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dinov2_with_registers.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dinov2.md

Add usage example for DINOv2 (#37398)

2025-05-01 08:54:22 -07:00

distilbert.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

dit.md

[Docs] New DiT model card (#38721)

2025-06-12 10:26:50 -07:00

donut.md

Add Fast Image Processor for Donut (#37081)

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

dots1.md

[Model] add dots1 (#38143)

2025-06-25 11:38:25 +02:00

dpr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

dpt.md

36978 | Fast image processor for DPT model (#37481)

2025-06-18 17:33:29 +00:00

efficientformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

efficientnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

electra.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

emu3.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

encodec.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

encoder-decoder.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

eomt.md

✨ Add EoMT Model || 🚨 Fix Mask2Former loss calculation (#37610)

2025-06-27 14:18:18 +02:00

ernie_m.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

ernie.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

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_h1.md

[MODEL] Add Falcon H1 (#38249)

2025-05-21 10:43:11 +02:00

falcon_mamba.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

falcon.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

fastspeech2_conformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

flan-t5.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

flan-ul2.md

[docs] Redesign (#31757)

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

flaubert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

flava.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

fnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

focalnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

fsmt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

funnel.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

fuyu.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

gemma2.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

gemma3.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

gemma3n.md

Gemma 3n (#39059)

2025-06-26 17:55:47 +02:00

gemma.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

git.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

glm4.md

Add glm4 (#37388)

2025-04-09 14:02:04 +02:00

glm4v.md

GLM-4.1V Model support (#38431)

2025-06-25 10:43:05 +02:00

glm.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

glpn.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

got_ocr2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

gpt2.md

Aligning modling code for GPT2 to work with vLLM (fallback) (#36934)

2025-05-02 09:55:16 +02:00

gpt_bigcode.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

gpt_neo.md

New gpt neo model card (#38505)

2025-06-04 09:56:47 -07:00

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_speech.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

granite.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

granitemoe.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

granitemoehybrid.md

Add GraniteMoeHybrid support for 4.0 (#37658)

2025-05-06 06:47:43 +02:00

granitemoeshared.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

granitevision.md

Update Granite Vision Model Path / Tests (#35998)

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

graphormer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

grounding-dino.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

groupvit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

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

hgnet_v2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

hiera.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

hubert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

ibert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

idefics2.md

Add Idefics2/3 and SmolVLM Fast image processors + improvements for fast image processors (#38157)

2025-06-23 14:17:25 +00:00

idefics3.md

Add Idefics2/3 and SmolVLM Fast image processors + improvements for fast image processors (#38157)

2025-06-23 14:17:25 +00:00

idefics.md

[docs] Redesign (#31757)

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

ijepa.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

imagegpt.md

[docs] Redesign (#31757)

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

informer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

instructblip.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

instructblipvideo.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

internvl.md

🔴 Video processors as a separate class (#35206)

2025-05-12 11:55:51 +02:00

jamba.md

🚨Early-error🚨 config will error out if output_attentions=True and the attn implementation is wrong (#38288)

2025-05-23 17:17:38 +02:00

janus.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

jetmoe.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

jukebox.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

kosmos-2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

kyutai_speech_to_text.md

[Kyutai-STT] correct model type + model id (#39035)

2025-06-25 16:09:00 +00:00

layoutlm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

layoutlmv2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

layoutlmv3.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

layoutxlm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

led.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

levit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

lightglue.md

Add LightGlue model (#31718)

2025-06-17 18:10:23 +02:00

lilt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

llama2.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

llama3.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

llama4.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

llama.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

llava_next_video.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

llava_next.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

llava_onevision.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

llava.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

longformer.md

Fix broken tag in Longformer model card (#38828)

2025-06-16 07:44:40 -07:00

longt5.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

luke.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

lxmert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

m2m_100.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

madlad-400.md

[docs] Redesign (#31757)

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

mamba2.md

Simplify and update trl examples (#38772)

2025-06-13 12:03:49 +00:00

mamba.md

Simplify and update trl examples (#38772)

2025-06-13 12:03:49 +00:00

marian.md

🔴🔴🔴 [Attention] Refactor Attention Interface for Bart-based Models (#38108)

2025-05-22 17:12:58 +02:00

markuplm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mask2former.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

maskformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

matcha.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mbart.md

Remove head mask in generative models (#35786)

2025-05-15 10:44:19 +02:00

mctct.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mega.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

megatron_gpt2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

megatron-bert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mgp-str.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mimi.md

[docs] Redesign (#31757)

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

minimax.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mistral3.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

mistral.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

mixtral.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

mlcd.md

Add MLCD model (#36182)

2025-04-15 11:33:09 +01:00

mllama.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

mluke.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mms.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mobilebert.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

mobilenet_v1.md

Model card for mobilenet v1 and v2 (#37948)

2025-05-28 09:20:19 -07:00

mobilenet_v2.md

Model card for mobilenet v1 and v2 (#37948)

2025-05-28 09:20:19 -07:00

mobilevit.md

Add Fast Image Processor for mobileViT (#37143)

2025-06-27 14:40:24 +00:00

mobilevitv2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

modernbert.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

moonshine.md

Updated moonshine modelcard (#38711)

2025-06-12 10:27:17 -07:00

moshi.md

[docs] Redesign (#31757)

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

mpnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mpt.md

[docs] Redesign (#31757)

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

mra.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mt5.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

musicgen_melody.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

musicgen.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

mvp.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

myt5.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nat.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nemotron.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nezha.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nllb-moe.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nllb.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

nougat.md

add fast image processor nougat (#37661)

2025-06-27 14:39:43 +00:00

nystromformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

olmo2.md

Updated model card for OLMo2 (#38394)

2025-05-27 16:24:36 -07:00

olmo.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

olmoe.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

omdet-turbo.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

oneformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

open-llama.md

[docs] Redesign (#31757)

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

openai-gpt.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

opt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

owlv2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

owlvit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

paligemma.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

patchtsmixer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

patchtst.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

pegasus_x.md

Update PEGASUS-X model card (#38971)

2025-06-26 13:54:48 -07:00

pegasus.md

Add missing div in Pegasus model card (#38773)

2025-06-12 10:27:07 -07:00

perceiver.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

persimmon.md

[docs] Redesign (#31757)

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

phi3.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

phi4_multimodal.md

Update Phi4 converter (#37594)

2025-04-17 23:08:24 +02:00

phi.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

phimoe.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

phobert.md

[docs] Redesign (#31757)

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

pix2struct.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

pixtral.md

[docs] Redesign (#31757)

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

plbart.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

poolformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

pop2piano.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

prompt_depth_anything.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

prophetnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

pvt_v2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

pvt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

qdqbert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

qwen2_5_omni.md

[doc] fix the code examples in qwen doc (#37803)

2025-04-28 11:56:32 +01:00

qwen2_5_vl.md

🔴 [VLM] Add base model without head (#37033)

2025-05-07 17:47:51 +02:00

qwen2_audio.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

qwen2_moe.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

qwen2_vl.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

qwen2.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -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

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

realm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

recurrent_gemma.md

[docs] Redesign (#31757)

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

reformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

regnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

rembert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

resnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

retribert.md

[docs] Redesign (#31757)

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

roberta-prelayernorm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

roberta.md

[docs] updated roberta model card (#38777)

2025-06-13 12:02:44 -07:00

roc_bert.md

Update roc bert docs (#38835)

2025-06-17 11:02:18 -07:00

roformer.md

[docs]: update roformer.md model card (#37946)

2025-05-23 16:27:56 -07:00

rt_detr_v2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

rt_detr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

rwkv.md

[docs] Redesign (#31757)

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

sam_hq.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

sam.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

seamless_m4t_v2.md

Remove script datasets in tests (#38940)

2025-06-25 14:31:20 +00:00

seamless_m4t.md

Remove script datasets in tests (#38940)

2025-06-25 14:31:20 +00:00

segformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

seggpt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

sew-d.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

sew.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

shieldgemma2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

siglip2.md

chore: update SigLIP2 model card (#37624)

2025-04-25 12:46:17 -07:00

siglip.md

chore: update model card for SigLIP (#37585)

2025-04-18 13:30:41 -07:00

smollm3.md

Add SmolLM3 (#38755)

2025-06-25 15:12:15 +00:00

smolvlm.md

Add Idefics2/3 and SmolVLM Fast image processors + improvements for fast image processors (#38157)

2025-06-23 14:17:25 +00:00

speech_to_text_2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

speech_to_text.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

speech-encoder-decoder.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

speecht5.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

splinter.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

squeezebert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

stablelm.md

[docs] Redesign (#31757)

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

starcoder2.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

superglue.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

superpoint.md

Update SuperPoint model card (#38896)

2025-06-26 10:13:06 -07:00

swiftformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

swin2sr.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

swin.md

docs(swin): Update Swin model card to standard format (#37628)

2025-05-21 16:16:43 -07:00

swinv2.md

docs(swinv2): Update SwinV2 model card to new standard format (#37942)

2025-05-23 13:04:13 -07:00

switch_transformers.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

t5.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

t5gemma.md

Encoder-Decoder Gemma (#38332)

2025-06-25 09:05:10 +00:00

t5v1.1.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

table-transformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

tapas.md

[docs] Redesign (#31757)

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

tapex.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

textnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

time_series_transformer.md

[docs] Redesign (#31757)

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

timesfm.md

Add TimesFM Time Series Forecasting Model (#34082)

2025-04-16 15:00:53 +02:00

timesformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

timm_wrapper.md

[docs] Redesign (#31757)

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

trajectory_transformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

transfo-xl.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

trocr.md

Docs: Add custom fine-tuning tutorial to TrOCR model page (#38847)

2025-06-18 09:38:58 -07:00

tvlt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

tvp.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

udop.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

ul2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

umt5.md

[docs] Redesign (#31757)

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

unispeech-sat.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

unispeech.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

univnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

upernet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

van.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

video_llava.md

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

videomae.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vilt.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vipllava.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vision-encoder-decoder.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vision-text-dual-encoder.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

visual_bert.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vit_hybrid.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vit_mae.md

Updated the model card for ViTMAE (#38302)

2025-05-28 09:19:43 -07:00

vit_msn.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vit.md

[docs] Model docs (#36469)

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

vitdet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vitmatte.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vitpose.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vits.md

Update VITS model card (#37335)

2025-04-15 13:16:05 -07:00

vivit.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

vjepa2.md

Add V-JEPA for video classification model (#38788)

2025-06-13 17:56:15 +01:00

wav2vec2_phoneme.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

wav2vec2-bert.md

[docs] Redesign (#31757)

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

wav2vec2-conformer.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

wav2vec2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

wavlm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

whisper.md

[Whisper] handle deprecation of forced_decoder_ids (#38232)

2025-05-22 09:16:38 +00:00

xclip.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xglm.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xlm-prophetnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xlm-roberta-xl.md

Created model card for xlm-roberta-xl (#38597)

2025-06-09 13:00:38 -07:00

xlm-roberta.md

Update XLM-RoBERTa model documentation with enhanced usage examples and improved layout (#38596)

2025-06-09 12:26:31 -07:00

xlm-v.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xlm.md

Created model card for XLM model (#38595)

2025-06-09 12:26:23 -07:00

xlnet.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xls_r.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xlsr_wav2vec2.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

xmod.md

[docs] Redesign (#31757)

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

yolos.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

yoso.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

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

added fast image processor for ZoeDepth and expanded tests accordingly (#38515)

2025-06-04 22:59:17 +00:00