Pablo Montalvo 1360801a69 Add PaliGemma (#30814) ...

* add new model like

* add state dict slicing + new model config

* update palma config and weights, passes vision activations

* fix

* update

* reorder loading/unpacking

* clean up

* add debug statements

* change device

* fix

* debugging

* fix noncausal mask

* fixup sdpa + causal mask

* fix activation function

* remove debug before changing modeling file

* add variants

* debug attention mask in generate

* revert to non-debug sdpa

* revert gemma modifications

* add custom language modeling

* use Processor

* add language modeling file to init

* try thin wrapper around generate

* Update

* update mask

* breakpoints galore

* remove conflict

* switch to left-padding

* add incomplete model doc

* add paligemma global files

* batch rename paligemma

* make generation match outputs and captioning

* style

* style

* remove copied from + doc

* remove more copied from

* remove copy from projector

* minor fix

* update config and style

* add readme - dummy

* CORRECT image captioning

* moving to args

* add siglip proper + fix merging image + text features

* take update_causal_mask from upstream

* remove breakpoint

* leverage AutoModel

* fix input_ids slicing

* make siglip head conditional

* remove encoder_decoder value

* remove unneeded modeling file

* add commented 4d attention mask

* FIXED generation with 4D mask

* Update src/transformers/models/siglip/modeling_siglip.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* fix left padding detection

* shuffle order of verifications

* fix missing labels for training

* fix

* vectorize merging of features, improve slicing

* improve testing before conversion

* handle merging in processor

* image token index depends on checkpoint

* add variants, save processor too

* save processors, base tokenizer off spm file

* expand model embeddings due to additional image token

* pass image processing args

* add convert rgb to siglip processor

* add \n token separately

* fix tokenizer and prompts

* fix docstrings

* change to camel

* fix casing

* debug pos_ids and sdpa

* pass and use cache_position

* add flag for newline tokenization

* Update src/transformers/models/paligemma/processing_paligemma.py

Co-authored-by: Merve Noyan <merveenoyan@gmail.com>

* simplify conversion script

* add copied from

* add precision to conversion script

* Update src/transformers/models/paligemma/modeling_paligemma.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* clean up

* Shift attention mask from `1:`

After discussion with @molbap

* add docs, fix quality

* quality, tied weights inheritance, and logits/label alignment

* fix more tests

* pass attn_implementation to language model correctly

* add SiglipVisionTransformer to no split modules

* skip paligemma test for sdpa dispatch to flash

* skip incompatible tests

* quality

* [broken archive maps]

* Apply suggestions

- remove archive lists
- style
- take shape of inputs_embeds for batch

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/utils/dummy_pt_objects.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* simplify conversion script

* add suggestions

* add suggestions

* add copied from

* fix

* move labels out

* revert

* fix

* remove placeholder labels if None

* use cache_position

* fix quality + docstrings

* fix quality

* fix paligemma 4d gemma mask incompatibility

* fix config docstring

* fix query and attn_mask dtype

---------

Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Merve Noyan <merveenoyan@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

2024-05-14 22:07:15 +02:00

..

albert.md

Updated albert.md doc for ALBERT model (#27223)

2023-11-16 11:44:36 -08:00

align.md

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

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

altclip.md

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

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

audio-spectrogram-transformer.md

Translating en/model_doc docs to Japanese. (#27401)

2023-11-15 10:13:52 -08:00

auto.md

SuperPointModel -> SuperPointForKeypointDetection (#29757)

2024-03-20 15:41:03 +00:00

autoformer.md

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

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

bark.md

F.scaled_dot_product_attention support (#26572)

2023-12-09 05:38:14 +09:00

bart.md

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

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

barthez.md

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

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

bartpho.md

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

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

beit.md

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

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

bert-generation.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

bert-japanese.md

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

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

bert.md

[BERT] Add support for sdpa (#28802)

2024-04-26 16:23:44 +01:00

bertweet.md

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

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

big_bird.md

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

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

bigbird_pegasus.md

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

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

biogpt.md

Translating en/model_doc folder docs to Japanese(from blip to clap) 🇯🇵 (#27673)

2023-12-06 10:38:21 -08:00

bit.md

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

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

blenderbot-small.md

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

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

blenderbot.md

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

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

blip-2.md

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

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

blip.md

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

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

bloom.md

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

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

bort.md

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

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

bridgetower.md

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

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

bros.md

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

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

byt5.md

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

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

camembert.md

small doc update for CamemBERT (#28644)

2024-01-29 15:46:32 +01:00

canine.md

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

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

chinese_clip.md

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

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

clap.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

clip.md

Add SiglipForImageClassification and CLIPForImageClassification (#28952)

2024-02-14 08:41:31 +01:00

clipseg.md

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

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

clvp.md

Add CLVP (#24745)

2023-11-10 13:49:10 +00:00

code_llama.md

Update CodeLlama references (#30218)

2024-05-09 22:57:52 +02:00

codegen.md

Add token type ids to CodeGenTokenizer (#29265)

2024-04-17 12:19:18 +02:00

cohere.md

Cohere Model Release (#29622)

2024-03-15 14:29:11 +01:00

conditional_detr.md

Add examples for detection models finetuning (#30422)

2024-05-08 11:42:07 +01:00

convbert.md

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

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

convnext.md

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

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

convnextv2.md

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

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

cpm.md

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

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

cpmant.md

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

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

ctrl.md

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

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

cvt.md

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

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

data2vec.md

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

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

dbrx.md

Fix link in dbrx.md (#30509)

2024-04-26 20:52:24 +01:00

deberta-v2.md

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

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

deberta.md

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

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

decision_transformer.md

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

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

deformable_detr.md

Add examples for detection models finetuning (#30422)

2024-05-08 11:42:07 +01:00

deit.md

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

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

deplot.md

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

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

depth_anything.md

[Docs] Add resources (#28705)

2024-02-19 15:22:29 +01:00

deta.md

Add examples for detection models finetuning (#30422)

2024-05-08 11:42:07 +01:00

detr.md

Add examples for detection models finetuning (#30422)

2024-05-08 11:42:07 +01:00

dialogpt.md

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

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

dinat.md

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

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

dinov2.md

[DPT, Dinov2] Add resources (#27655)

2023-11-23 17:44:08 +00:00

distilbert.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

dit.md

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

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

donut.md

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

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

dpr.md

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

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

dpt.md

[DPT, Dinov2] Add resources (#27655)

2023-11-23 17:44:08 +00:00

efficientformer.md

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

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

efficientnet.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

electra.md

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

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

encodec.md

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

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

encoder-decoder.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

ernie_m.md

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

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

ernie.md

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

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

esm.md

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

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

falcon.md

Add proper Falcon docs and conversion script (#25954)

2023-09-04 17:18:34 +01:00

fastspeech2_conformer.md

Super tiny fix 12 typos about "with with" (#29926)

2024-03-29 14:31:31 +00:00

flan-t5.md

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

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

flan-ul2.md

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

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

flaubert.md

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

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

flava.md

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

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

fnet.md

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

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

focalnet.md

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

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

fsmt.md

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

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

funnel.md

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

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

fuyu.md

Fix Fuyu doc typos (#29601)

2024-03-12 10:16:21 +00:00

gemma.md

[ gemma] Adds support for Gemma 💎 (#29167)

2024-02-21 14:21:28 +01:00

git.md

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

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

glpn.md

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

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

gpt2.md

Adding Flash Attention 2 Support for GPT2 (#29226)

2024-03-28 09:31:24 +00:00

gpt_bigcode.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

gpt_neo.md

F.scaled_dot_product_attention support (#26572)

2023-12-09 05:38:14 +09:00

gpt_neox_japanese.md

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

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

gpt_neox.md

F.scaled_dot_product_attention support (#26572)

2023-12-09 05:38:14 +09:00

gpt-sw3.md

Fix paths to AI Sweden Models reference and model loading (#28423)

2024-01-15 09:09:22 +01:00

gptj.md

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

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

gptsan-japanese.md

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

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

graphormer.md

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

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

grounding-dino.md

[Grounding DINO] Add resources (#30232)

2024-04-19 21:03:07 +02:00

groupvit.md

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

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

herbert.md

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

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

hubert.md

Add sdpa and fa2 the Wav2vec2 family. (#30121)

2024-04-22 18:30:38 +01:00

ibert.md

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

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

idefics2.md

Add Idefics2 (#30253)

2024-04-15 17:03:03 +01:00

idefics.md

Port IDEFICS to tensorflow (#26870)

2024-05-13 15:59:46 +01:00

imagegpt.md

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

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

informer.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

instructblip.md

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

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

jamba.md

Add jamba (#29943)

2024-04-18 11:04:02 +02:00

jetmoe.md

Add JetMoE model (#30005)

2024-05-14 16:32:01 +02:00

jukebox.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

kosmos-2.md

[KOSMOS-2] Update docs (#27157)

2023-10-30 21:42:19 +01:00

layoutlm.md

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

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

layoutlmv2.md

[Docs] Add language identifiers to fenced code blocks (#28955)

2024-02-12 10:48:31 -08:00

layoutlmv3.md

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

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

layoutxlm.md

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

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

led.md

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

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

levit.md

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

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

lilt.md

[Docs] Add language identifiers to fenced code blocks (#28955)

2024-02-12 10:48:31 -08:00

llama2.md

Fix FA2 integration (#28142)

2023-12-20 14:25:07 +05:30

llama3.md

Update llama3.md, fix typo (#30739)

2024-05-10 12:40:57 +01:00

llama.md

Adds LlamaForQuestionAnswering class in modeling_llama.py along with AutoModel Support (#28777)

2024-02-06 03:41:42 +01:00

llava_next.md

Nits for model docs (#29795)

2024-04-22 10:41:03 +01:00

llava.md

Fix Llava chat template examples (#30130)

2024-04-11 10:38:24 +02:00

longformer.md

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

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

longt5.md

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

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

luke.md

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

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

lxmert.md

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

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

m2m_100.md

Add Flash Attention 2 to M2M100 model (#30256)

2024-04-18 10:27:58 +02:00

madlad-400.md

Add madlad-400 MT models (#27471)

2023-11-28 13:19:50 +00:00

mamba.md

[Mamba doc] Post merge updates (#29472)

2024-03-11 09:46:24 +01:00

marian.md

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

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

markuplm.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

mask2former.md

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

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

maskformer.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

matcha.md

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

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

mbart.md

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

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

mctct.md

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

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

mega.md

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

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

megatron_gpt2.md

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

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

megatron-bert.md

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

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

mgp-str.md

[Docs] Fix broken links and syntax issues (#28918)

2024-02-08 14:13:35 -08:00

mistral.md

[Mistral, Mixtral] Improve docs (#29084)

2024-02-22 11:48:01 +01:00

mixtral.md

[Mistral, Mixtral] Improve docs (#29084)

2024-02-22 11:48:01 +01:00

mluke.md

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

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

mms.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

mobilebert.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

mobilenet_v1.md

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

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

mobilenet_v2.md

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

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

mobilevit.md

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

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

mobilevitv2.md

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

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

mpnet.md

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

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

mpt.md

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

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

mra.md

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

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

mt5.md

Adding [T5/MT5/UMT5]ForTokenClassification (#28443)

2024-02-01 03:53:49 +01:00

musicgen_melody.md

Add MusicGen Melody (#28819)

2024-03-18 13:06:12 +00:00

musicgen.md

[Docs] Add language identifiers to fenced code blocks (#28955)

2024-02-12 10:48:31 -08:00

mvp.md

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

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

nat.md

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

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

nezha.md

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

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

nllb-moe.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

nllb.md

Add Flash Attention 2 to M2M100 model (#30256)

2024-04-18 10:27:58 +02:00

nougat.md

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

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

nystromformer.md

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

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

olmo.md

Add OLMo model family (#29890)

2024-04-17 17:59:07 +02:00

oneformer.md

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

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

open-llama.md

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

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

openai-gpt.md

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

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

opt.md

F.scaled_dot_product_attention support (#26572)

2023-12-09 05:38:14 +09:00

owlv2.md

Fix OWLv2 Doc (#30794)

2024-05-14 08:36:11 +02:00

owlvit.md

Update bounding box format everywhere (#27944)

2023-12-11 18:03:42 +00:00

paligemma.md

Add PaliGemma (#30814)

2024-05-14 22:07:15 +02:00

patchtsmixer.md

[Docs] Add resources (#28705)

2024-02-19 15:22:29 +01:00

patchtst.md

[Docs] Add resources (#28705)

2024-02-19 15:22:29 +01:00

pegasus_x.md

[Docs] Fix broken links and syntax issues (#28918)

2024-02-08 14:13:35 -08:00

pegasus.md

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

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

perceiver.md

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

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

persimmon.md

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

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

phi3.md

phi3 chat_template does not support system role (#30606)

2024-05-02 15:30:21 +02:00

phi.md

Fix doctest more (for docs/source/en) (#30247)

2024-04-15 14:10:59 +02:00

phobert.md

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

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

pix2struct.md

🌐 [i18n-ZH] Translate chat_templating.md into Chinese (#28790)

2024-02-26 08:42:24 -08:00

plbart.md

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

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

poolformer.md

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

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

pop2piano.md

[Docs] Add language identifiers to fenced code blocks (#28955)

2024-02-12 10:48:31 -08:00

prophetnet.md

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

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

pvt_v2.md

Add PvT-v2 Model (#26812)

2024-03-13 19:05:20 +00:00

pvt.md

[Docs] Fix broken links and syntax issues (#28918)

2024-02-08 14:13:35 -08:00

qdqbert.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

qwen2_moe.md

Update model card and link of blog post. (#29928)

2024-03-30 17:49:03 +01:00

qwen2.md

[Doc] update model doc qwen2 (#29238)

2024-02-23 10:43:31 +01:00

rag.md

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

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

realm.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

recurrent_gemma.md

[Docs] Update recurrent_gemma.md for some minor nits (#30238)

2024-04-15 18:30:59 +02:00

reformer.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

regnet.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

rembert.md

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

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

resnet.md

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

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

retribert.md

Deprecate models (#24787)

2023-07-13 11:46:54 -04:00

roberta-prelayernorm.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

roberta.md

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

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

roc_bert.md

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

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

roformer.md

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

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

rwkv.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

sam.md

[Grounding DINO] Add resources (#30232)

2024-04-19 21:03:07 +02:00

seamless_m4t_v2.md

[Seamless] Fix links in docs (#27905)

2023-12-14 15:14:13 +00:00

seamless_m4t.md

[Seamless] Fix links in docs (#27905)

2023-12-14 15:14:13 +00:00

segformer.md

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

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

seggpt.md

[SegGPT] Fix seggpt image processor (#29550)

2024-04-26 19:40:12 +01:00

sew-d.md

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

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

sew.md

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

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

siglip.md

[Docs] Add resources (#28705)

2024-02-19 15:22:29 +01:00

speech_to_text_2.md

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

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

speech_to_text.md

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

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

speech-encoder-decoder.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

speecht5.md

add generate method to SpeechT5ForTextToSpeech (#25233)

2023-08-03 14:12:07 +01:00

splinter.md

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

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

squeezebert.md

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

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

stablelm.md

Fix doctest more (for docs/source/en) (#30247)

2024-04-15 14:10:59 +02:00

starcoder2.md

Fix doctest more (for docs/source/en) (#30247)

2024-04-15 14:10:59 +02:00

superpoint.md

SuperPointModel -> SuperPointForKeypointDetection (#29757)

2024-03-20 15:41:03 +00:00

swiftformer.md

Add TF swiftformer (#23342)

2024-04-19 18:31:43 +01:00

swin2sr.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

swin.md

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

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

swinv2.md

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

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

switch_transformers.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

t5.md

Fix doctest more (for docs/source/en) (#30247)

2024-04-15 14:10:59 +02:00

t5v1.1.md

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

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

table-transformer.md

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

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

tapas.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

tapex.md

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

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

time_series_transformer.md

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

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

timesformer.md

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

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

trajectory_transformer.md

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

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

transfo-xl.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

trocr.md

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

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

tvlt.md

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

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

tvp.md

Update TVP arxiv link (#27672)

2023-11-23 17:02:16 +00:00

udop.md

[UDOP] Improve docs, add resources (#29571)

2024-04-10 16:02:50 +02:00

ul2.md

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

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

umt5.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

unispeech-sat.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

unispeech.md

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

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

univnet.md

Add UnivNet Vocoder Model for Tortoise TTS Diffusers Integration (#24799)

2023-11-22 17:21:36 +01:00

upernet.md

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

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

van.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

videomae.md

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

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

vilt.md

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

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

vipllava.md

Fix Vip-llava docs (#28085)

2023-12-15 20:16:47 +01:00

vision-encoder-decoder.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

vision-text-dual-encoder.md

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

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

visual_bert.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

vit_hybrid.md

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

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

vit_mae.md

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

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

vit_msn.md

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

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

vit.md

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

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

vitdet.md

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

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

vitmatte.md

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

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

vits.md

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

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

vivit.md

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

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

wav2vec2_phoneme.md

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

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

wav2vec2-bert.md

Add new meta w2v2-conformer BERT-like model (#28165)

2024-01-18 13:37:34 +00:00

wav2vec2-conformer.md

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

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

wav2vec2.md

Add sdpa and fa2 the Wav2vec2 family. (#30121)

2024-04-22 18:30:38 +01:00

wavlm.md

[Docs] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

whisper.md

[Docs] Add resources (#28705)

2024-02-19 15:22:29 +01:00

xclip.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

xglm.md

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

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

xlm-prophetnet.md

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

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

xlm-roberta-xl.md

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

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

xlm-roberta.md

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

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

xlm-v.md

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

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

xlm.md

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

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

xlnet.md

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

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

xls_r.md

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

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

xlsr_wav2vec2.md

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

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

xmod.md

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

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

yolos.md

Add examples for detection models finetuning (#30422)

2024-05-08 11:42:07 +01:00

yoso.md

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

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