Xibin Bayes Zhou 45c7bfb157 Add evolla rebase main (#36232) ...

* add evolla

* adding protein encoder part

* add initial processing test

* save processor

* add docstring

* add evolla processor

* add two test

* change vision to protein

* change resampler to sequence_compressor

* change vision to protein

* initial update for llama

* add initial update for llamaForCausalLM

* add `test_processor`, `test_saprot_output`, `test_protein_encoder_output`

* change evolla, but still working on it

* add test_single_forward

* pass test_attention_outputs

* pass test_hidden_states_output

* pass test_save_load and test_from_pretrained_no_checkpoint

* pass test_cpu_offload

* skip some tests

* update new progress

* skip test_model_is_small

* pass test_model_weights_reload_no_missing_tied_weights

* pass test_model_get_set_embeddings

* pass test_cpu_offload

* skip test_resize_embeddings

* add pipeline_model_mapping

* remote old setUp

* pass processor save_pretrained and load_pretrained

* remove pooling layer

* pass test_inputs_embeds_matches_input_ids

* pass test_model_is_small

* pass test_attention_outputs

* pass test_initialization

* pass test_model_get_set_embeddings

* pass test_single_forward

* skip test_disk_offload_bin and test_disk_offload_safetensors

* fix most tests

* pass test_protein_encoder_output

* remove useless code

* add EvollaForProteinText2Text

* pass test_saprot_output

* pass all EvollaModelTest test and remove processor test

* add processor test to its own file

* skip is_training since esm skipped it and the saprot code causes error when setting is_training True

* pass processor tests

* solve all except config

* pass most cases

* change init

* add doc to `configuration_evolla.py`

* remove image_processing test

* remove extra processor test

* remove extra modules

* remove extra modules

* change all configs into one config

* pass all evolla test

* pass `make fixup`

* update short summary

* update Evolla-10B-hf

* pass check_dummies.py and check_code_quality

* fix  `tests/models/auto/test_tokenization_auto.py::AutoTokenizerTest::test_model_name_edge_cases_in_mappings`

* remove dummy codes

* change format

* fix llava issue

* update format

* update to solve llama3 access issue

* update to make forward right

* solve processor save load problem from instructblip solution

* remove unexpected file

* skip `test_generation_tester_mixin_inheritance`

* add `test_single_forward_correct` and `test_inference_natural_language_protein_reasoning`

* add `modular_evolla.py`

* solved issue #36362

* run `make fixup`

* update modular

* solve float32 training

* add fix

* solve `utils/check_docstrings.py`

* update

* update

* update

* remove other files and replace sequential and einsum

* add use case in document

* update the models

* update model

* change some wrong code

* Update src/transformers/models/evolla/modular_evolla.py

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>

* Update src/transformers/models/evolla/modular_evolla.py

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>

* Update src/transformers/models/evolla/modular_evolla.py

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>

* Update src/transformers/models/evolla/modular_evolla.py

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>

* fix issues mentioned in PR

* update style and rearrange the placement

* fix return_dict argument issue

* solve SaProtConfig issue

* Solve EvollaSaProtRotaryEmbedding issue

* solve attention_mask issue

* solve almosst all issues

* make style

* update config

* remove unrelated pickle file

* delete pickle files

* fix config

* simplify a lot

* remove past k-v from encoder

* continue work

* style

* skip it from init

* fix init

* fix init

* simplify more

* fill in docstrings

* change test for generation

* skip test

* fix style

---------

Co-authored-by: Chenchen Han <13980209828@163.com>
Co-authored-by: Cyril Vallez <cyril.vallez@huggingface.co>
Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>

2025-07-25 19:11:57 +02:00

..

aimv2.md

Add Aimv2 model (#36625)

2025-07-08 11:53:21 +02:00

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 EfficientLoFTR model (#36355)

2025-07-22 10:53:16 +01:00

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

Update BigBirdPegasus model card (#39104)

2025-06-30 10:42:56 -07:00

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

Updated CamemBERT model card to new standardized format (#39227)

2025-07-11 10:59:09 -07:00

canine.md

New canine model card (#38631)

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

chameleon.md

Add Fast Image Processor for Chameleon (#37140)

2025-06-27 15:26:57 +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

Sandeepyadav1478/2025 06 19 deberta v2 model card update (#38895)

2025-06-27 10:35:30 -07:00

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_v2.md

Add DeepSeek V2 Model into Transformers (#36400)

2025-07-09 17:04:28 +02:00

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

[Dia] Change ckpt path in docs (#39181)

2025-07-03 10:02:58 +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

doge.md

Add Doge model (#35891)

2025-07-08 11:44:29 +02:00

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

efficientloftr.md

Add EfficientLoFTR model (#36355)

2025-07-22 10:53:16 +01:00

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

🔴 Fix EnCodec internals and integration tests (#39431)

2025-07-23 19:39:27 +02:00

encoder-decoder.md

Update Model Card for Encoder Decoder Model (#39272)

2025-07-11 11:23:08 -07:00

eomt.md

🚨🚨🚨 [eomt] make EoMT compatible with pipeline (#39122)

2025-07-02 12:25:26 +01:00

ernie4_5_moe.md

[Ernie 4.5] Post merge adaptations (#39664)

2025-07-25 17:36:18 +02:00

ernie4_5.md

[Ernie 4.5] Post merge adaptations (#39664)

2025-07-25 17:36:18 +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

evolla.md

Add evolla rebase main (#36232)

2025-07-25 19:11:57 +02:00

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

Refactor MambaCache to modeling_mamba.py (#38086)

2025-07-21 14:59:36 +02:00

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

[gemma3] support sequence classification task (#39465)

2025-07-21 11:03:20 +02:00

gemma3n.md

fix typo in Gemma3n notes (#39196)

2025-07-07 14:41:33 +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_moe.md

GLM-4 Update (#39393)

2025-07-21 13:24:34 +02:00

glm4.md

Glm 4 doc (#39247)

2025-07-08 08:22:04 +02:00

glm4v.md

Glm 4 doc (#39247)

2025-07-08 08:22:04 +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

fix gpt2 usage doc (#39351)

2025-07-11 10:59:41 -07:00

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

create ijepa modelcard (ref : PR #36979 ). (#39354)

2025-07-16 12:40:22 -07:00

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

Update LED model card (#39233)

2025-07-07 15:56:57 -07:00

levit.md

Use HF papers (#38184)

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

lfm2.md

LFM2 (#39340)

2025-07-10 16:07:33 +02:00

lightglue.md

docs: update LightGlue docs (#39407)

2025-07-15 12:40:50 -07:00

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

docs: update LLaVA-NeXT model card (#38894)

2025-07-09 11:32:40 -07:00

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

Update Model Card for Encoder Decoder Model (#39272)

2025-07-11 11:23:08 -07:00

mamba.md

Refactor MambaCache to modeling_mamba.py (#38086)

2025-07-21 14:59:36 +02:00

marian.md

Updated the Model docs - for the MARIAN model (#39138)

2025-07-09 10:23:03 -07:00

markuplm.md

Use HF papers (#38184)

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

mask2former.md

Mask2former & Maskformer Fast Image Processor (#35685)

2025-07-23 02:47:47 +00:00

maskformer.md

Mask2former & Maskformer Fast Image Processor (#35685)

2025-07-23 02:47:47 +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

updated mistral3 model card (#39531)

2025-07-22 09:01:55 -07:00

mistral.md

Add mistral common support (#38906)

2025-07-11 16:26:58 +00:00

mixtral.md

Add mistral common support (#38906)

2025-07-11 16:26:58 +00:00

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

Add segmentation_maps support to MobileNetV2ImageProcessor (#37312)

2025-07-07 13:34:59 -04:00

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-decoder.md

Update modernbertdecoder docs (#39453)

2025-07-21 16:40:22 -07:00

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

Update OLMoE model card (#39344)

2025-07-21 16:41:01 -07:00

omdet-turbo.md

Use HF papers (#38184)

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

oneformer.md

[WIP] Add OneformerFastImageProcessor (#38343)

2025-07-22 20:41:39 +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

Feature/standardize opt model card (#39568)

2025-07-23 10:57:48 -07:00

owlv2.md

Add owlv2 fast processor (#39041)

2025-07-25 02:40:11 +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

perception_lm.md

PerceptionLM (#37878)

2025-07-11 11:07:32 +02:00

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_multimodal.md (#38830)

2025-07-14 10:35:17 -07:00

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

Add mistral common support (#38906)

2025-07-11 16:26:58 +00:00

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

Add fast image processor SAM (#39385)

2025-07-18 17:27:16 +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

Add torchcodec in docstrings/tests for datasets 4.0 (#39156)

2025-07-08 17:06:12 +02:00

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

docs: update SuperGlue docs (#39406)

2025-07-15 12:40:26 -07:00

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

Updated Switch Transformers model card with standardized format (Issue #36979) (#39305)

2025-07-10 15:34:10 -07:00

t5.md

Transformers cli clean command (#37657)

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

t5gemma.md

Fix typo: langauge -> language (#39317)

2025-07-09 12:06:46 -07:00

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

docs: add missing numpy import to minimal example (#39444)

2025-07-16 11:57:13 +00:00

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

[docs] ViTPose (#38630)

2025-07-02 07:56:29 -07:00

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

voxtral.md

fix(voxtral): correct typo in apply_transcription_request (#39572)

2025-07-25 12:09:44 +00:00

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

Add torchcodec in docstrings/tests for datasets 4.0 (#39156)

2025-07-08 17:06:12 +02:00

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

standardized YOLOS model card according to template in #36979 (#39528)

2025-07-23 11:00:25 -07:00

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