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NielsRogge f9a0008d2d Add VideoMAE (#17821) 
* First draft

* Add VideoMAEForVideoClassification

* Improve conversion script

* Add VideoMAEForPreTraining

* Add VideoMAEFeatureExtractor

* Improve VideoMAEFeatureExtractor

* Improve docs

* Add first draft of model tests

* Improve VideoMAEForPreTraining

* Fix base_model_prefix

* Make model take pixel_values of shape (B, T, C, H, W)

* Add loss computation of VideoMAEForPreTraining

* Improve tests

* Improve model testsé

* Make all tests pass

* Add VideoMAE to main README

* Add tests for VideoMAEFeatureExtractor

* Add integration test

* Improve conversion script

* Rename patch embedding class

* Remove VideoMAELayer from init

* Update design of patch embeddings

* Improve comments

* Improve conversion script

* Improve conversion script

* Add conversion of pretrained model

* Add loss verification of pretrained model

* Add loss verification of unnormalized targets

* Add integration test for pretraining model

* Apply suggestions from code review

* Fix bug to make feature extractor resize only shorter edge

* Address more comments

* Improve normalization of videos

* Add doc examples

* Move constants to dedicated script

* Remove scripts

* Transfer checkpoints, fix docs

* Update script

* Update image mean and std

* Fix doc tests

* Set return_tensors to NumPy by default

* Revert the previous change

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-08-04 18:02:55 +02:00
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albert.mdx
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auto.mdx
Add VideoMAE (#17821)
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bart.mdx
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barthez.mdx
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bartpho.mdx
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beit.mdx
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bert-generation.mdx
Result of new doc style with fixes (#17015)
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bert-japanese.mdx
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bert.mdx
Add a TF in-graph tokenizer for BERT (#17701)
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bertweet.mdx
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big_bird.mdx
[FlaxBert] Add ForCausalLM (#16995)
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bigbird_pegasus.mdx
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blenderbot-small.mdx
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blenderbot.mdx
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bloom.mdx
Add programming languages (#18434)
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bort.mdx
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byt5.mdx
[Doctests] Fix all T5 doc tests (#16646)
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camembert.mdx
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canine.mdx
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clip.mdx
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codegen.mdx
Add CodeGen model (#17443)
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convbert.mdx
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convnext.mdx
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cpm.mdx
Allow all imports from transformers (#17050)
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ctrl.mdx
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cvt.mdx
Add CvT (#17299)
2022-05-18 17:47:18 +02:00
data2vec.mdx
Add TFData2VecVision for semantic segmentation (#17271)
2022-06-08 14:03:18 +01:00
deberta-v2.mdx
Add DebertaV2ForMultipleChoice (#17135)
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deberta.mdx
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decision_transformer.mdx
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deit.mdx
Add TF DeiT implementation (#17806)
2022-07-13 18:04:08 +01:00
detr.mdx
Fix Automatic Download of Pretrained Weights in DETR (#17712)
2022-06-21 16:45:35 +02:00
dialogpt.mdx
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distilbert.mdx
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dit.mdx
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dpr.mdx
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dpt.mdx
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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
flaubert.mdx
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flava.mdx
[feat] Add FLAVA model (#16654)
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fnet.mdx
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fsmt.mdx
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funnel.mdx
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glpn.mdx
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gpt2.mdx
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gpt_neo.mdx
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gpt_neox.mdx
[WIP] Adding GPT-NeoX-20B (#16659)
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gptj.mdx
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groupvit.mdx
Adding GroupViT Models (#17313)
2022-06-28 20:51:47 +02:00
herbert.mdx
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hubert.mdx
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ibert.mdx
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imagegpt.mdx
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layoutlm.mdx
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layoutlmv2.mdx
Correct & Improve Doctests for LayoutLMv2 (#17168)
2022-05-23 08:02:31 -04:00
layoutlmv3.mdx
Fix docs (#18399)
2022-08-01 17:02:51 +02:00
layoutxlm.mdx
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led.mdx
[LED] fix global_attention_mask not being passed for generation and docs clarification about grad checkpointing (#17112)
2022-05-17 23:44:37 +02:00
levit.mdx
Adding LeViT Model by Facebook (#17466)
2022-06-01 17:06:20 +02:00
longformer.mdx
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longt5.mdx
Add LongT5 model (#16792)
2022-06-13 22:36:58 +02:00
luke.mdx
Adding fine-tuning models to LUKE (#18353)
2022-08-01 11:09:47 -04:00
lxmert.mdx
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m2m_100.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
marian.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
maskformer.mdx
update maskformer docs (#18423)
2022-08-02 18:43:58 +03:00
mbart.mdx
Replace as_target context managers by direct calls (#18325)
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mctct.mdx
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megatron_gpt2.mdx
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megatron-bert.mdx
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mluke.mdx
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mobilebert.mdx
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mobilevit.mdx
add MobileViT model (#17354)
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mpnet.mdx
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mt5.mdx
Flax t5 Encoder (#17784)
2022-06-30 00:49:02 +02:00
mvp.mdx
Add MVP model (#17787)
2022-06-29 09:30:55 -04:00
nezha.mdx
Nezha Pytorch implementation (#17776)
2022-06-23 12:36:22 -04:00
nllb.mdx
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nystromformer.mdx
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openai-gpt.mdx
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opt.mdx
Adding OPTForSeqClassification class (#18123)
2022-07-20 10:14:21 +02:00
owlvit.mdx
Owlvit docs test (#18257)
2022-07-26 10:55:14 +03:00
pegasus.mdx
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perceiver.mdx
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phobert.mdx
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plbart.mdx
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poolformer.mdx
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prophetnet.mdx
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qdqbert.mdx
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rag.mdx
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realm.mdx
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reformer.mdx
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regnet.mdx
TF implementation of RegNets (#17554)
2022-06-29 13:45:14 +01:00
rembert.mdx
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resnet.mdx
Add TF ResNet model (#17427)
2022-07-04 10:59:15 +01:00
retribert.mdx
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roberta.mdx
[FlaxBert] Add ForCausalLM (#16995)
2022-05-03 11:26:19 +02:00
roformer.mdx
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segformer.mdx
[SegFormer] TensorFlow port (#17910)
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sew-d.mdx
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sew.mdx
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speech_to_text_2.mdx
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speech_to_text.mdx
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speech-encoder-decoder.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
splinter.mdx
Add support for pretraining recurring span selection to Splinter (#17247)
2022-05-17 23:42:14 +02:00
squeezebert.mdx
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swin.mdx
Add Tensorflow Swin model (#16988)
2022-05-16 22:19:53 +01:00
swinv2.mdx
Add swin transformer v2 (#17469)
2022-07-27 11:14:47 -04:00
t5.mdx
Flax t5 Encoder (#17784)
2022-06-30 00:49:02 +02:00
t5v1.1.mdx
[Doctests] Fix all T5 doc tests (#16646)
2022-04-13 11:36:54 +02:00
tapas.mdx
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tapex.mdx
Add TAPEX (#16473)
2022-04-08 10:57:51 +02:00
trajectory_transformer.mdx
Add trajectory transformer (#17141)
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transfo-xl.mdx
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trocr.mdx
Replace as_target context managers by direct calls (#18325)
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ul2.mdx
Add UL2 (just docs) (#17740)
2022-06-21 10:24:50 +02:00
unispeech-sat.mdx
Add Wav2Vec2Conformer (#16812)
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unispeech.mdx
Add Wav2Vec2Conformer (#16812)
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van.mdx
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videomae.mdx
Add VideoMAE (#17821)
2022-08-04 18:02:55 +02:00
vilt.mdx
Add ViltForTokenClassification e.g. for Named-Entity-Recognition (NER) (#17924)
2022-07-26 10:11:32 +02:00
vision-encoder-decoder.mdx
[EncoderDecoder] Improve docs (#18271)
2022-07-27 10:08:59 +02:00
vision-text-dual-encoder.mdx
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visual_bert.mdx
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vit_mae.mdx
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vit.mdx
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wav2vec2_phoneme.mdx
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wav2vec2-conformer.mdx
[Wav2Vec2Conformer] Official release (#17709)
2022-06-15 18:34:15 +02:00
wav2vec2.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
wavlm.mdx
Add Wav2Vec2Conformer (#16812)
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xglm.mdx
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xlm-prophetnet.mdx
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xlm-roberta-xl.mdx
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xlm-roberta.mdx
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xlm.mdx
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xlnet.mdx
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xls_r.mdx
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xlsr_wav2vec2.mdx
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yolos.mdx
Add YOLOS (#16848)
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yoso.mdx
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