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fxmarty 80377eb018
F.scaled_dot_product_attention support (#26572) 
* add sdpa

* wip

* cleaning

* add ref

* yet more cleaning

* and more :)

* wip llama

* working llama

* add output_attentions=True support

* bigcode sdpa support

* fixes

* gpt-bigcode support, require torch>=2.1.1

* add falcon support

* fix conflicts falcon

* style

* fix attention_mask definition

* remove output_attentions from attnmaskconverter

* support whisper without removing any Copied from statement

* fix mbart default to eager renaming

* fix typo in falcon

* fix is_causal in SDPA

* check is_flash_attn_2_available in the models init as well in case the model is not initialized through from_pretrained

* add warnings when falling back on the manual implementation

* precise doc

* wip replace _flash_attn_enabled by config.attn_implementation

* fix typo

* add tests

* style

* add a copy.deepcopy on the config in from_pretrained, as we do not want to modify it inplace

* obey to config.attn_implementation if a config is passed in from_pretrained

* fix is_torch_sdpa_available when torch is not installed

* remove dead code

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update src/transformers/models/bart/modeling_bart.py

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

* remove duplicate pretraining_tp code

* add dropout in llama

* precise comment on attn_mask

* add fmt: off for _unmask_unattended docstring

* precise num_masks comment

* nuke pretraining_tp in LlamaSDPAAttention following Arthur's suggestion

* cleanup modeling_utils

* backward compatibility

* fix style as requested

* style

* improve documentation

* test pass

* style

* add _unmask_unattended tests

* skip meaningless tests for idefics

* hard_check SDPA requirements when specifically requested

* standardize the use if XXX_ATTENTION_CLASSES

* fix SDPA bug with mem-efficient backend on CUDA when using fp32

* fix test

* rely on SDPA is_causal parameter to handle the causal mask in some cases

* fix FALCON_ATTENTION_CLASSES

* remove _flash_attn_2_enabled occurences

* fix test

* add OPT to the list of supported flash models

* improve test

* properly test on different SDPA backends, on different dtypes & properly handle separately the pad tokens in the test

* remove remaining _flash_attn_2_enabled occurence

* Update src/transformers/modeling_utils.py

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

* Update src/transformers/modeling_utils.py

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

* Update src/transformers/modeling_utils.py

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

* Update src/transformers/modeling_attn_mask_utils.py

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

* Update docs/source/en/perf_infer_gpu_one.md

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

* remove use_attn_implementation

* fix docstring & slight bug

* make attn_implementation internal (_attn_implementation)

* typos

* fix tests

* deprecate use_flash_attention_2=True

* fix test

* add back llama that was removed by mistake

* fix tests

* remove _flash_attn_2_enabled occurences bis

* add check & test that passed attn_implementation is valid

* fix falcon torchscript export

* fix device of mask in tests

* add tip about torch.jit.trace and move bt doc below sdpa

* fix parameterized.expand order

* move tests from test_modeling_attn_mask_utils to test_modeling_utils as a relevant test class is already there

* update sdpaattention class with the new cache

* Update src/transformers/configuration_utils.py

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

* Update src/transformers/models/bark/modeling_bark.py

* address review comments

* WIP torch.jit.trace fix. left: test both eager & sdpa

* add test for torch.jit.trace for both eager/sdpa

* fix falcon with torch==2.0 that needs to use sdpa

* fix doc

* hopefully last fix

* fix key_value_length that has no default now in mask converter

* is it flacky?

* fix speculative decoding bug

* tests do pass

* fix following #27907

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-12-09 05:38:14 +09:00
..
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 Docs: Fix broken cross-references, i.e. ~transformer. -> ~transformers. (#27740) 2023-11-28 08:40:44 -08:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
bert-japanese.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
bert.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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
deta.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
detr.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 F.scaled_dot_product_attention support (#26572) 2023-12-09 05:38:14 +09:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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 license (#26931) 2023-10-19 15:36:41 +02:00
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 F.scaled_dot_product_attention support (#26572) 2023-12-09 05:38:14 +09:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
gpt2.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
instructblip.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
jukebox.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
llama.md Add Llama Flax Implementation (#24587) 2023-12-07 07:05:00 +01:00
llama2.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
llava.md [Llava] Add Llava to transformers (#27662) 2023-12-07 09:30:47 +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
marian.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
markuplm.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
mask2former.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
maskformer.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
mistral.md F.scaled_dot_product_attention support (#26572) 2023-12-09 05:38:14 +09:00
mluke.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
mms.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
musicgen.md Docs/Add conversion code to the musicgen docs (#27665) 2023-11-24 12:34:24 +01:00
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 [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
owlvit.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
patchtsmixer.md [Time series] Add PatchTSMixer (#26247) 2023-12-05 15:31:35 +01:00
patchtst.md [Time series] Add patchtst (#27581) 2023-11-29 13:36:38 +01:00
pegasus_x.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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 F.scaled_dot_product_attention support (#26572) 2023-12-09 05:38:14 +09:00
phobert.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
pix2struct.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
prophetnet.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
pvt.md Pvt model (#24720) 2023-07-24 15:34:19 +01:00
qdqbert.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
reformer.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
sam.md [Docs / SAM ] Reflect correct changes to run inference without OOM (#27268) 2023-11-03 15:23:13 +01:00
seamless_m4t_v2.md Add SeamlessM4T v2 (#27779) 2023-11-30 20:24:43 +01:00
seamless_m4t.md [Seamless v1] Link to v2 docs (#27827) 2023-12-04 11:47:54 +00:00
segformer.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
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 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 [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
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 Reflect RoCm support in the documentation (#27636) 2023-11-25 00:59:17 +09:00
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 Disallow pickle.load unless TRUST_REMOTE_CODE=True (#27776) 2023-12-04 16:48:37 +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
ul2.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
umt5.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
unispeech-sat.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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
vision-encoder-decoder.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
vision-text-dual-encoder.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
visual_bert.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
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-conformer.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
wav2vec2.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
wavlm.md [Docs] Model_doc structure/clarity improvements (#26876) 2023-11-03 10:57:03 -04:00
whisper.md [Whisper] Add large-v3 version support (#27336) 2023-11-20 17:36:48 +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