transformers/docs/source/en/model_doc
Eduardo Pacheco b752ad3019
Adding grounding dino (#26087)
* Fixed typo when converting weigths to GroundingDINO vision backbone

* Final modifications on modeling

* Removed unnecessary class

* Fixed convert structure

* Added image processing

* make fixup partially completed

* Now text_backbone_config has its own class

* Modified convert script

* Removed unnecessary config attribute

* Added new function to generate sub sentence mask

* Renamed parameters with gamma in the name as it's currently not allowed

* Removed tokenization and image_processing scripts since we'll map from existing models

* Fixed some issues with configuration

* Just some modifications on conversion script

* Other modifications

* Copied deformable detr

* First commit

* Added bert to model

* Bert validated

* Created Text and Fusion layers for Encoder

* Adapted Encoder layer

* Fixed typos

* Adjusted Encoder

* Converted encoder to hf

* Modified Decoder Layer

* Modified main decoder class

* Removed copy comments

* Fixed forward from GroundingDINOModel and GroundingDINODecoder

* Added all necessary layers, configurations and forward logic up to GroundingDINOModel

* Added all layers to convertion

* Fixed outputs for GroundingDINOModel and GroundingDINOForObjectDetection

* Fixed mask input to encoders and fixed nn.MultiheadAttention batch first and attn output

* Fixed forward from GroundingDINOTextEnhancerLayer

* Fixed output bug with GroundingDINODeformableLayer

* Fixed bugs that prevent GroundingDINOForObjectDetection to run forward method

* Fixed attentions to be passed correctly

* Passing temperature arg when creating Sine position embedding

* Removed copy comments

* Added temperature argument for position embedding

* Fixed typo when converting weigths to GroundingDINO vision backbone

* Final modifications on modeling

* Removed unnecessary class

* Fixed convert structure

* Added image processing

* make fixup partially completed

* Now text_backbone_config has its own class

* Modified convert script

* Removed unnecessary config attribute

* Added new function to generate sub sentence mask

* Renamed parameters with gamma in the name as it's currently not allowed

* Removed tokenization and image_processing scripts since we'll map from existing models

* Fixed some issues with configuration

* Just some modifications on conversion script

* Other modifications

* Fix style

* Improve fixup

* Improve conversion script

* Improve conversion script

* Add GroundingDINOProcessor

* More improvements

* Return token type ids

* something

* Fix more tests

* More improvements

* More cleanup

* More improvements

* Fixed tests, improved modeling and config

* More improvements and fixing tests

* Improved tests and modeling

* Improved tests and added image processor

* Improved tests inference

* More improvements

* More test improvements

* Fixed last test

* Improved docstrings and comments

* Fix style

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Better naming

* Better naming

* Added Copied statement

* Added Copied statement

* Moved param init from GroundingDINOBiMultiHeadAttention

* Better naming

* Fixing clamp style

* Better naming

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/configuration_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/convert_grounding_dino_to_hf.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Improving conversion script

* Improved config

* Improved naming

* Improved naming again

* Improved grouding-dino.md

* Moved grounding dino to multimodal

* Update src/transformers/models/grounding_dino/convert_grounding_dino_to_hf.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Fixed docstrings and style

* Fix docstrings

* Remove timm attributes

* Reorder imports

* More improvements

* Add Grounding DINO to pipeline

* Remove model from check_repo

* Added grounded post_process to GroundingDINOProcessor

* Fixed style

* Fixed GroundingDINOTextPrenetConfig docstrings

* Aligned inputs.keys() when both image and text are passed with model_input_names

* Added tests for GroundingDINOImageProcessor and GroundingDINOProcessor

* Testing post_process_grounded_object_detection from GroundingDINOProcessor at test_inference_object_detection_head

* Fixed order

* Marked test with require_torch

* Temporarily changed repo_id

* More improvements

* Fix style

* Final improvements

* Improve annotators

* Fix style

* Add is_torch_available

* Remove type hints

* vocab_tokens as one liner

* Removed print statements

* Renamed GroundingDINOTextPrenetConfig to GroundingDINOTextConfig

* remove unnecessary comments

* Removed unnecessary tests on conversion script

* Renamed GroundingDINO to camel case GroundingDino

* Fixed GroundingDinoProcessor docstrings

* loading MSDA kernels in the modeling file

* Fix copies

* Replace nn.multiheadattention

* Replace nn.multiheadattention

* Fixed inputs for GroundingDinoMultiheadAttention & order of modules

* Fixed processing to avoid messing with inputs

* Added more tips for GroundingDino

* Make style

* Chaning name to align with SAM

* Replace final nn.multiheadattention

* Fix model tests

* Update year, remove GenerationTesterMixin

* Address comments

* Address more comments

* Rename TextPrenet to TextModel

* Rename hidden_states

* Address more comments

* Address more comments

* Address comment

* Address more comments

* Address merge

* Address comment

* Address comment

* Address comment

* Make style

* Added layer norm eps to layer norms

* Address more comments

* More fixes

* Fixed equivalence

* Make fixup

* Remove print statements

* Address comments

* Address comments

* Address comments

* Address comments

* Address comments

* Address comments

* Add comment

* Address comment

* Remove overwriting of test

* Fix bbox_embed

* Improve decoder_bbox_embed_share

* Simplify outputs

* Updated post_process_grounded_object_detection

* Renamed sources to feature_maps

* Improved tests for Grounding Dino ImageProcessor and Processor

* Fixed test requirements and imports

* Fixed image_processing

* Fixed processor tests

* Fixed imports for image processing tests

* Fix copies

* Updated modeling

* Fix style

* Moved functions to correct position

* Fixed copy issues

* Update src/transformers/models/deformable_detr/modeling_deformable_detr.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Keeping consistency custom cuda kernels for MSDA

* Make GroundingDinoProcessor logic clearer

* Updated Grounding DINO checkpoints

* Changed tests to correct structure

* Updated gpu-cpu equivalence test

* fix copies

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/configuration_grounding_dino.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Fixed erros and style

* Fix copies

* Removed inheritance from PreTrainedModel from GroundingDinoTextModel

* Fixed GroundingDinoTextModel

* Fixed type of default backbone config

* Fixed missing methods for GroundingDinoTextModel and Added timm support for GroundingDinoConvEncoder

* Addressed comments

* Addressed batched image processing tests

* Addressed zero shot test comment

* Addressed tip comment

* Removed GroundingDinoTextModel from check_repo

* Removed inplace masking

* Addressed comments

* Addressed comments

* Addressed comments

* Fix copies

* Fixing timm test

* Fixed batching equivalence test

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Addressed more comments

* Added a new comment

* Reduced image size

* Addressed more comments

* Nits

* Nits

* Changed the way text_config is initialized

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: Niels <niels.rogge1@gmail.com>
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Eduardo Pacheco <eduardo.pacheco@limehome.com>
Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>
2024-04-11 08:32:16 +01:00
..
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 Fixed broken link (#29558) 2024-03-11 17:26:38 +00:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
codegen.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
cohere.md Cohere Model Release (#29622) 2024-03-15 14:29:11 +01:00
conditional_detr.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
detr.md Update bounding box format everywhere (#27944) 2023-12-11 18:03:42 +00:00
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
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
gpt2.md Adding Flash Attention 2 Support for GPT2 (#29226) 2024-03-28 09:31:24 +00:00
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 Adding grounding dino (#26087) 2024-04-11 08:32:16 +01:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
ibert.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
idefics.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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
llama.md Adds LlamaForQuestionAnswering class in modeling_llama.py along with AutoModel Support (#28777) 2024-02-06 03:41:42 +01:00
llama2.md Fix FA2 integration (#28142) 2023-12-20 14:25:07 +05:30
llava_next.md remove quotes in code example (#29812) 2024-03-25 13:26:54 +00:00
llava.md [LLaVa] Some improvements (#27895) 2023-12-11 10:22:26 +01:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 Remove-auth-token (#27060) 2023-11-13 14:20:54 +01:00
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
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 Update bounding box format everywhere (#27944) 2023-12-11 18:03:42 +00:00
owlvit.md Update bounding box format everywhere (#27944) 2023-12-11 18:03:42 +00:00
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
phi.md Fix phi model doc checkpoint (#28581) 2024-01-22 17:15:07 +00:00
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 Add recurrent gemma (#30143) 2024-04-10 16:59:13 +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 [Docs] Add resources (#28705) 2024-02-19 15:22:29 +01:00
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 Fix minor typo: infenrece => inference (#29621) 2024-03-13 14:49:09 +00:00
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 Add StableLM (#28810) 2024-02-14 07:15:18 +01:00
starcoder2.md [docs] Add starcoder2 docs (#29454) 2024-03-06 06:58:37 +01:00
superpoint.md SuperPointModel -> SuperPointForKeypointDetection (#29757) 2024-03-20 15:41:03 +00:00
swiftformer.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
swin.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
swin2sr.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -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 Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
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 [Docs] Fix spelling and grammar mistakes (#28825) 2024-02-02 08:45:00 +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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
yoso.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00