transformers/docs/source/en/model_doc
Yoach Lacombe cb45f71c4d
Add Seamless M4T model (#25693)
* first raw commit

* still POC

* tentative convert script

* almost working speech encoder conversion scripts

* intermediate code for encoder/decoders

* add modeling code

* first version of speech encoder

* make style

* add new adapter layer architecture

* add adapter block

* add first tentative config

* add working speech encoder conversion

* base model convert works now

* make style

* remove unnecessary classes

* remove unecessary functions

* add modeling code speech encoder

* rework logics

* forward pass of sub components work

* add modeling codes

* some config modifs and modeling code modifs

* save WIP

* new edits

* same output speech encoder

* correct attention mask

* correct attention mask

* fix generation

* new generation logics

* erase comments

* make style

* fix typo

* add some descriptions

* new state

* clean imports

* add tests

* make style

* make beam search and num_return_sequences>1 works

* correct edge case issue

* correct SeamlessM4TConformerSamePadLayer copied from

* replace ACT2FN relu by nn.relu

* remove unecessary return variable

* move back a class

* change name conformer_attention_mask ->conv_attention_mask

* better nit code

* add some Copied from statements

* small nits

* small nit in dict.get

* rename t2u model -> conditionalgeneration

* ongoing refactoring of structure

* update models architecture

* remove SeamlessM4TMultiModal classes

* add tests

* adapt tests

* some non-working code for vocoder

* add seamlessM4T vocoder

* remove buggy line

* fix some hifigan related bugs

* remove hifigan specifc config

* change

* add WIP tokenization

* add seamlessM4T working tokenzier

* update tokenization

* add tentative feature extractor

* Update converting script

* update working FE

* refactor input_values -> input_features

* update FE

* changes in generation, tokenizer and modeling

* make style and add t2u_decoder_input_ids

* add intermediate outputs for ToSpeech models

* add vocoder to speech models

* update valueerror

* update FE with languages

* add vocoder convert

* update config docstrings and names

* update generation code and configuration

* remove todos and update config.pad_token_id to generation_config.pad_token_id

* move block vocoder

* remove unecessary code and uniformize tospeech code

* add feature extractor import

* make style and fix some copies from

* correct consistency + make fix-copies

* add processor code

* remove comments

* add fast tokenizer support

* correct pad_token_id in M4TModel

* correct config

* update tests and codes  + make style

* make some suggested correstion - correct comments and change naming

* rename some attributes

* rename some attributes

* remove unecessary sequential

* remove option to use dur predictor

* nit

* refactor hifigan

* replace normalize_mean and normalize_var with do_normalize + save lang ids to generation config

* add tests

* change tgt_lang logic

* update generation ToSpeech

* add support import SeamlessM4TProcessor

* fix generate

* make tests

* update integration tests, add option to only return text and update tokenizer fast

* fix wrong function call

* update import and convert script

* update integration tests + update repo id

* correct paths and add first test

* update how new attention masks are computed

* update tests

* take first care of batching in vocoder code

* add batching with the vocoder

* add waveform lengths to model outputs

* make style

* add generate kwargs + forward kwargs of M4TModel

* add docstrings forward methods

* reformate docstrings

* add docstrings t2u model

* add another round of modeling docstrings + reformate speaker_id -> spkr_id

* make style

* fix check_repo

* make style

* add seamlessm4t to toctree

* correct check_config_attributes

* write config docstrings + some modifs

* make style

* add docstrings tokenizer

* add docstrings to processor, fe and tokenizers

* make style

* write first version of model docs

* fix FE + correct FE test

* fix tokenizer + add correct integration tests

* fix most tokenization tests

* make style

* correct most processor test

* add generation tests and fix num_return_sequences > 1

* correct integration tests -still one left

* make style

* correct position embedding

* change numbeams to 1

* refactor some modeling code and correct one test

* make style

* correct typo

* refactor intermediate fnn

* refactor feedforward conformer

* make style

* remove comments

* make style

* fix tokenizer tests

* make style

* correct processor tests

* make style

* correct S2TT integration

* Apply suggestions from Sanchit code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* correct typo

* replace torch.nn->nn + make style

* change Output naming (waveforms -> waveform) and ordering

* nit renaming and formating

* remove return None when not necessary

* refactor SeamlessM4TConformerFeedForward

* nit typo

* remove almost copied from comments

* add a copied from comment and remove an unecessary dropout

* remove inputs_embeds from speechencoder

* remove backward compatibiliy function

* reformate class docstrings for a few components

* remove unecessary methods

* split over 2 lines smthg hard to read

* make style

* replace two steps offset by one step as suggested

* nice typo

* move warnings

* remove useless lines from processor

* make generation non-standard test more robusts

* remove torch.inference_mode from tests

* split integration tests

* enrich md

* rename control_symbol_vocoder_offset->vocoder_offset

* clean convert file

* remove tgt_lang and src_lang from FE

* change generate docstring of ToText models

* update generate docstring of tospeech models

* unify how to deal withtext_decoder_input_ids

* add default spkr_id

* unify tgt_lang for t2u_model

* simplify tgt_lang verification

* remove a todo

* change config docstring

* make style

* simplify t2u_tgt_lang_id

* make style

* enrich/correct comments

* enrich .md

* correct typo in docstrings

* add torchaudio dependency

* update tokenizer

* make style and fix copies

* modify SeamlessM4TConverter with new tokenizer behaviour

* make style

* correct small typo docs

* fix import

* update docs and add requirement to tests

* add convert_fairseq2_to_hf in utils/not_doctested.txt

* update FE

* fix imports and make style

* remove torchaudio in FE test

* add seamless_m4t.md to utils/not_doctested.txt

* nits and change the way docstring dataset is loaded

* move checkpoints from ylacombe/ to facebook/ orga

* refactor warning/error to be in the 119 line width limit

* round overly precised floats

* add stereo audio behaviour

* refactor .md and make style

* enrich docs with more precised architecture description

* readd undocumented models

* make fix-copies

* apply some suggestions

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* correct bug from previous commit

* refactor a parameter allowing to clean the code + some small nits

* clean tokenizer

* make style and fix

* make style

* clean tokenizers arguments

* add precisions for some tests

* move docs from not_tested to slow

* modify tokenizer according to last comments

* add copied from statements in tests

* correct convert script

* correct parameter docstring style

* correct tokenization

* correct multi gpus

* make style

* clean modeling code

* make style

* add copied from statements

* add copied statements

* add support with ASR pipeline

* remove file added inadvertently

* fix docstrings seamlessM4TModel

* add seamlessM4TConfig to OBJECTS_TO_IGNORE due of unconventional markdown

* add seamlessm4t to assisted generation ignored models

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-23 14:49:48 +02:00
..
albert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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auto.md Add image to image pipeline (#25393) 2023-09-22 19:53:55 +03:00
autoformer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
bark.md Chore: Typo fixed in multiple files of docs/source/en/model_doc (#26833) 2023-10-17 07:10:08 +02:00
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blip-2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
blip.md [Docs] Fix un-rendered images (#25561) 2023-08-17 12:08:11 +02:00
bloom.md Add bloom flax (#25094) 2023-07-27 18:24:56 +01:00
bort.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
bridgetower.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
bros.md Add BROS (#23190) 2023-09-14 18:02:37 +01:00
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clip.md Add CLIP resources (#26534) 2023-10-13 11:12:59 -07:00
clipseg.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
code_llama.md Update-llama-code (#25826) 2023-09-01 20:40:40 +02:00
codegen.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
conditional_detr.md Removal of deprecated vision methods and specify deprecation versions (#24570) 2023-06-29 15:09:51 +01:00
convbert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
convnext.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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deberta-v2.md Add TFDebertaV2ForMultipleChoice (#25932) 2023-09-05 17:13:06 +01:00
deberta.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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deformable_detr.md Removal of deprecated vision methods and specify deprecation versions (#24570) 2023-06-29 15:09:51 +01:00
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deplot.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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detr.md Removal of deprecated vision methods and specify deprecation versions (#24570) 2023-06-29 15:09:51 +01:00
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dinat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
dinov2.md Add DINOv2 (#24016) 2023-07-18 15:34:06 +01:00
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donut.md Generate: generation config validation fixes in docs (#25405) 2023-08-09 13:07:11 +01:00
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falcon.md Add proper Falcon docs and conversion script (#25954) 2023-09-04 17:18:34 +01:00
flan-t5.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
flan-ul2.md Chore: Typo fixed in multiple files of docs/source/en/model_doc (#26833) 2023-10-17 07:10:08 +02:00
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fuyu.md Fix license (#26931) 2023-10-19 15:36:41 +02:00
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ibert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
idefics.md new model: IDEFICS via HuggingFaceM4 (#24796) 2023-08-18 14:12:28 -07:00
imagegpt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
informer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
instructblip.md Add InstructBLIP (#23460) 2023-06-26 11:23:57 +02:00
jukebox.md Chore: Typo fixed in multiple files of docs/source/en/model_doc (#26833) 2023-10-17 07:10:08 +02:00
layoutlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
layoutlmv2.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
layoutlmv3.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
layoutxlm.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
led.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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lilt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
llama.md Add LLaMA resources (#25859) 2023-09-05 10:50:08 -07:00
llama2.md Nits in Llama2 docstring (#26996) 2023-10-23 14:19:59 +02:00
longformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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maskformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
matcha.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mbart.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mctct.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
mega.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
megatron_gpt2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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mgp-str.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mistral.md Fixed a typo in mistral.md (#26879) 2023-10-17 14:06:37 -07:00
mluke.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mms.md [MMS] Fix pip install in docs (#25949) 2023-09-04 11:53:41 +01:00
mobilebert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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mpnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mpt.md [MPT] Add MosaicML's MPT model to transformers (#24629) 2023-07-25 14:32:40 +02:00
mra.md Chore: Typo fixed in multiple files of docs/source/en/model_doc (#26833) 2023-10-17 07:10:08 +02:00
mt5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
musicgen.md Remove broken docs for MusicGen (#25905) 2023-09-01 15:26:42 +01:00
mvp.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nezha.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nllb-moe.md Chore: Typo fixed in multiple files of docs/source/en/model_doc (#26833) 2023-10-17 07:10:08 +02:00
nllb.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nougat.md Add Nougat (#25942) 2023-09-26 07:06:04 +02:00
nystromformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
oneformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
open-llama.md Deprecate unused OpenLlama architecture (#24922) 2023-07-20 07:03:24 -04:00
openai-gpt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
opt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
owlv2.md [OWL-ViT, OWLv2] Add resources (#26822) 2023-10-16 15:47:44 +02:00
owlvit.md [OWL-ViT, OWLv2] Add resources (#26822) 2023-10-16 15:47:44 +02:00
pegasus_x.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
pegasus.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
perceiver.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
persimmon.md [Persimmon] Add support for persimmon (#26042) 2023-09-12 11:33:27 +02:00
phobert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
pix2struct.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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poolformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
pop2piano.md Add Pop2Piano space demo. (#25975) 2023-09-05 11:07:02 +01:00
prophetnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
pvt.md Pvt model (#24720) 2023-07-24 15:34:19 +01:00
qdqbert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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reformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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resnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
retribert.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
roberta-prelayernorm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
roberta.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
roc_bert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
roformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
rwkv.md [RWKV] Add note in doc on RwkvStoppingCriteria (#25055) 2023-07-25 10:15:00 +02:00
sam.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
seamless_m4t.md Add Seamless M4T model (#25693) 2023-10-23 14:49:48 +02:00
segformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
sew-d.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
sew.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
speech_to_text_2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
speech_to_text.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
speech-encoder-decoder.md fixed typo in speech encoder decoder doc (#25745) 2023-08-25 09:20:37 +02:00
speecht5.md add generate method to SpeechT5ForTextToSpeech (#25233) 2023-08-03 14:12:07 +01:00
splinter.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
squeezebert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
swiftformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
swin.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
swin2sr.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
swinv2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
switch_transformers.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
t5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
t5v1.1.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
table-transformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tapas.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tapex.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
time_series_transformer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
timesformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
trajectory_transformer.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
transfo-xl.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
trocr.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tvlt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
ul2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
umt5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
unispeech-sat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
unispeech.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
upernet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
van.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
videomae.md Fix broken link to video classification task (#26487) 2023-10-02 11:19:11 +02:00
vilt.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
vision-encoder-decoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vision-text-dual-encoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
visual_bert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit_hybrid.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit_mae.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit_msn.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vitdet.md Add ViTDet (#25524) 2023-08-29 10:03:52 +01:00
vitmatte.md [ViTMatte] Add resources (#26317) 2023-09-26 07:06:38 +02:00
vits.md [MMS] Update docs with HF TTS implementation (#25907) 2023-09-01 16:50:59 +01:00
vivit.md Add ViViT (#22518) 2023-07-11 14:04:04 +01:00
wav2vec2_phoneme.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wav2vec2-conformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wav2vec2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wavlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
whisper.md [Docs] Make sure important decode and generate method are nicely displayed in Whisper docs (#26927) 2023-10-19 13:01:47 +02:00
xclip.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xglm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm-prophetnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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xlm-v.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xls_r.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlsr_wav2vec2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xmod.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yolos.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yoso.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00