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fatih cc3d0e1b01 [New Model] Add TimeSformer model (#18908) 
* init timesformer

* apply fix-copies

* reformat style

* revert back some incoorect style updates

* init timesformer

* apply fix-copies

* reformat style

* revert back some incoorect style updates

* update timseformer doc

* add some functions and classes

* add new config params

* implement multiple classes

* update TimeSformerLayer

* update TimeSformerModel, TimeSformerPreTrainedModel, TimeSformerEncoder

* several fixes

* reformat

* temporary update

* fix some typos

* fix weight converter

* more fixes

* fix a typo

* fix typo

* remove redundant params

* fix for latest hf-hub

* merge fix

* fix some checks

* video classification works with einops

* add paper info to docs

* merge fix

* remove redundant line

* remove redundant docstring

* update config

* fix some typos

* fix converter

* update some test constants

* refactor einops functions

* reformat

* fix a comment

* remove redundat imports

* reformat

* fix a typo

* remove comment

* remove unused imports

* remove redundant doc line

* reformat

* add missing line

* fix docs

* fix timesformer auto feat ext

* add unittests

* reformat

* fix docs

* some fixes and updates

* fix readme

* fix modeling

* fix readme

* update index

* revert _toctree.yml changes

* update timseformer.mdx

* update drop_path_prob to drop_path_rate

* add dosctring for drop_path_rate

* update TimeSformerPatchEmbed naming

* remove to_2tuple

* explicit use of nn.functional

* reformat

* many updates from review comments

* fix a typo

* reformat

* remove assert, better variable name

* make variable names more explicit

* add some adapted from

* more explicit variable names

* remove redundant docstring

* fix initilaization

* move permute inside embedding

* update class names

* remove unused imports

* add test for video classification

* update PretrainedModel with PreTrainedModel

* remove double permute

* update based on sylvain's review

* aply auto fix

* update image_processing_auto for timesformer

* update hub urls

* reformat

* remove duplicate import

* update doc link
2022-12-02 09:13:25 +01:00
..
albert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
audio-spectrogram-transformer.mdx
Add Audio Spectogram Transformer (#19981)
2022-11-21 18:58:54 +01:00
auto.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
bart.mdx
Generate: move generation_*.py src files into generation/*.py (#20096)
2022-11-09 15:34:08 +00:00
barthez.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
bartpho.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
beit.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
bert-generation.mdx
Result of new doc style with fixes (#17015)
2022-04-29 17:42:15 -04:00
bert-japanese.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
bert.mdx
Add BERT resources (#19852)
2022-11-01 11:09:53 -07:00
bertweet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
big_bird.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
bigbird_pegasus.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
blenderbot-small.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
blenderbot.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
bloom.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
bort.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
byt5.mdx
[Doctests] Fix all T5 doc tests (#16646)
2022-04-13 11:36:54 +02:00
camembert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
canine.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
chinese_clip.mdx
Add Chinese-CLIP implementation (#20368)
2022-11-30 19:22:23 +01:00
clip.mdx
Add clip resources to the transformers documentation (#20190)
2022-11-15 13:26:46 -05:00
clipseg.mdx
[CLIPSeg] Add resources (#20118)
2022-11-09 18:31:22 +01:00
codegen.mdx
Add CodeGen model (#17443)
2022-06-24 17:10:38 +02:00
conditional_detr.mdx
Add segmentation + object detection image processors (#20160)
2022-11-30 10:24:03 +00:00
convbert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
convnext.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
cpm.mdx
Allow all imports from transformers (#17050)
2022-05-02 12:47:39 -04:00
ctrl.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
cvt.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
data2vec.mdx
Add TFData2VecVision for semantic segmentation (#17271)
2022-06-08 14:03:18 +01:00
deberta-v2.mdx
Add DebertaV2ForMultipleChoice (#17135)
2022-05-10 16:21:44 -04:00
deberta.mdx
Add to DeBERTa resources (#20155)
2022-11-15 13:26:07 -05:00
decision_transformer.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
deformable_detr.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
deit.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
detr.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
dialogpt.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
dinat.mdx
Add Neighborhood Attention Transformer (NAT) and Dilated NAT (DiNAT) models (#20219)
2022-11-18 13:08:26 -05:00
distilbert.mdx
add resources for distilbert (#19930)
2022-10-28 13:16:07 -07:00
dit.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
donut.mdx
Add Donut image processor (#20425)
2022-11-29 10:38:01 +00:00
dpr.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
dpt.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
electra.mdx
[FlaxBert] Add ForCausalLM (#16995)
2022-05-03 11:26:19 +02:00
encoder-decoder.mdx
[EncoderDecoder] Improve docs (#18271)
2022-07-27 10:08:59 +02:00
ernie.mdx
add task_type_id to BERT to support ERNIE-2.0 and ERNIE-3.0 models (#18686)
2022-09-09 07:36:46 -04:00
esm.mdx
Add ESMFold (#19977)
2022-10-31 21:32:58 -04:00
flan-t5.mdx
Add flan-t5 documentation page (#19892)
2022-10-26 17:22:57 +02:00
flaubert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
flava.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
fnet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
fsmt.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
funnel.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
glpn.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
gpt2.mdx
add in layer gpt2 tokenizer (#20421)
2022-11-29 10:02:40 -05:00
gpt_neo.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
gpt_neox_japanese.mdx
Add support for Japanese GPT-NeoX-based model by ABEJA, Inc. (#18814)
2022-09-14 10:17:40 -04:00
gpt_neox.mdx
[WIP] Adding GPT-NeoX-20B (#16659)
2022-05-24 09:31:10 -04:00
gptj.mdx
Generate: move generation_*.py src files into generation/*.py (#20096)
2022-11-09 15:34:08 +00:00
groupvit.mdx
[TensorFlow] Adding GroupViT (#18020)
2022-09-29 10:48:04 +01:00
herbert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
hubert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
ibert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
imagegpt.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
jukebox.mdx
Add Jukebox model (replaces #16875) (#17826)
2022-11-10 21:05:27 +01:00
layoutlm.mdx
[LayoutLM] Add clarification to docs (#18716)
2022-09-02 14:48:19 +02:00
layoutlmv2.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
layoutlmv3.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
layoutxlm.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
led.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
levit.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
lilt.mdx
Add docs (#19729)
2022-10-18 17:42:46 +02:00
longformer.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
longt5.mdx
Update longt5.mdx (#18634)
2022-08-16 10:20:46 -05:00
luke.mdx
Adding fine-tuning models to LUKE (#18353)
2022-08-01 11:09:47 -04:00
lxmert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
m2m_100.mdx
Fix m2m_100.mdx doc example missing labels (#19149)
2022-09-29 13:27:58 +02:00
marian.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
markuplm.mdx
Fix doctest for MarkupLM (#19845)
2022-10-24 17:54:23 +02:00
maskformer.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
mbart.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mctct.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
megatron_gpt2.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
megatron-bert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
mluke.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
mobilebert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
mobilenet_v1.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
mobilenet_v2.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
mobilevit.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
mpnet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
mt5.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
mvp.mdx
Add MVP model (#17787)
2022-06-29 09:30:55 -04:00
nat.mdx
Add Neighborhood Attention Transformer (NAT) and Dilated NAT (DiNAT) models (#20219)
2022-11-18 13:08:26 -05:00
nezha.mdx
Nezha Pytorch implementation (#17776)
2022-06-23 12:36:22 -04:00
nllb.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
nystromformer.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
openai-gpt.mdx
[Docs] Add resources of OpenAI GPT (#20084)
2022-11-16 11:17:32 -05:00
opt.mdx
Add OPTForQuestionAnswering (#19402)
2022-10-10 09:30:59 -04:00
owlvit.mdx
Add segmentation + object detection image processors (#20160)
2022-11-30 10:24:03 +00:00
pegasus_x.mdx
PEGASUS-X (#18551)
2022-09-02 19:54:02 +02:00
pegasus.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
perceiver.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
phobert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
plbart.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
poolformer.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
prophetnet.mdx
Update documentation on seq2seq models with absolute positional embeddings, to be in line with Tips section for BERT and GPT2 (#20068)
2022-11-04 11:32:44 -04:00
qdqbert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
rag.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
realm.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
reformer.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
regnet.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
rembert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
resnet.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
retribert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
roberta.mdx
Add RoBERTa resources (#19911)
2022-10-27 11:33:15 -07:00
roc_bert.mdx
Add RocBert (#20013)
2022-11-08 10:03:43 -05:00
roformer.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
segformer.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
sew-d.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
sew.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
speech_to_text_2.mdx
Generate: move generation_*.py src files into generation/*.py (#20096)
2022-11-09 15:34:08 +00:00
speech_to_text.mdx
Fix some doctests after PR 15775 (#20036)
2022-11-03 14:18:45 +01:00
speech-encoder-decoder.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
splinter.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
squeezebert.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
swin.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
swinv2.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
switch_transformers.mdx
Add Switch transformers (#19323)
2022-11-15 13:06:45 +01:00
t5.mdx
Generate: move generation_*.py src files into generation/*.py (#20096)
2022-11-09 15:34:08 +00:00
t5v1.1.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
table-transformer.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
tapas.mdx
Fix tapas scatter (#20149)
2022-11-14 01:04:26 -05:00
tapex.mdx
Add TAPEX (#16473)
2022-04-08 10:57:51 +02:00
time_series_transformer.mdx
time series forecasting model (#17965)
2022-09-30 15:32:59 -04:00
timesformer.mdx
[New Model] Add TimeSformer model (#18908)
2022-12-02 09:13:25 +01:00
trajectory_transformer.mdx
Add trajectory transformer (#17141)
2022-05-17 19:07:43 -04:00
transfo-xl.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
trocr.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
ul2.mdx
Add UL2 (just docs) (#17740)
2022-06-21 10:24:50 +02:00
unispeech-sat.mdx
Add Wav2Vec2Conformer (#16812)
2022-05-17 00:43:16 +02:00
unispeech.mdx
Add Wav2Vec2Conformer (#16812)
2022-05-17 00:43:16 +02:00
van.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
videomae.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
vilt.mdx
AutoImageProcessor (#20111)
2022-11-08 19:54:41 +00:00
vision-encoder-decoder.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
vision-text-dual-encoder.mdx
docs: Resolve many typos in the English docs (#20088)
2022-11-07 09:19:04 -05:00
visual_bert.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
vit_mae.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
vit_msn.mdx
MSN (Masked Siamese Networks) for ViT (#18815)
2022-09-22 07:15:03 -04:00
vit.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
wav2vec2_phoneme.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
wav2vec2-conformer.mdx
[Wav2Vec2Conformer] Official release (#17709)
2022-06-15 18:34:15 +02:00
wav2vec2.mdx
Add wav2vec2 resources (#19931)
2022-10-28 13:28:18 -07:00
wavlm.mdx
Add Wav2Vec2Conformer (#16812)
2022-05-17 00:43:16 +02:00
whisper.mdx
Generate: move generation_*.py src files into generation/*.py (#20096)
2022-11-09 15:34:08 +00:00
xclip.mdx
Improve vision models docs (#19103)
2022-09-19 19:22:34 +02:00
xglm.mdx
Add TF implementation of XGLMModel (#16543)
2022-08-24 10:51:05 +01:00
xlm-prophetnet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
xlm-roberta-xl.mdx
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2022-04-04 10:25:46 -04:00
xlm-roberta.mdx
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2022-04-04 10:25:46 -04:00
xlm.mdx
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xlnet.mdx
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2022-04-04 10:25:46 -04:00
xls_r.mdx
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xlsr_wav2vec2.mdx
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2022-04-04 10:25:46 -04:00
yolos.mdx
Update doc examples feature extractor -> image processor (#20501)
2022-11-30 14:50:55 +00:00
yoso.mdx
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