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HuggingFace_transformer/docs/source/en/model_doc
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NielsRogge d7f1e7c009 Add BLIP-2 (#21441) 
* First draft

* More improvements

* More improvements

* Improve conversion script

* Convert all weights

* Make forward pass work

* Make logits match

* More improvements

* More improvements

* More improvements

* Use get_input_embeddings

* Improve some more

* Improve model tests

* Improve model tests

* More improvements

* Fix processor

* Update files

* Update prepare_inputs_for_generation

* More improvements

* Fix copies

* More fixes

* Make fixup

* More improvements

* Add support for seq2seq language model

* More improvements

* Fix test

* More improvements

* Improve conversion script

* Remove some todo's

* Fix README's

* Improve conversion script

* Fix generation

* Fix style and remove Blip2Model

* Fix model outputs

* More improvements

* Set eos_token_id in config

* Fix quality

* Small improvements

* Add processor tests

* More improvements

* Apply suggestions

* Apply suggestions

* Add integration test

* Update image URL

* Add integration test

* Fix model_type

* Update style

* Improve docs

* Add doc tests

* Fix copies

* Remove tests which are passing

* Improve some more

* Add tests for seq2seq language models

* Minor fix

* Convert more checkpoints

* finalize CI

* Fix blip and blip2 processors

* add `accelerate` support for `blip2`

* clean up

* make style

* Update conversion script

* Update conversion script some more

* Update organization

* revert toc file

* add blip-2 to toc file

* Some more improvements

* Fix docstring

* Improve docs

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
2023-02-09 16:52:11 +01:00
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albert.mdx
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altclip.mdx
Add AltCLIP (#20446)
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audio-spectrogram-transformer.mdx
Add resources (#20872)
2023-01-17 17:42:33 +01:00
auto.mdx
Add Universal Segmentation class + mapping (#20766)
2022-12-16 14:22:46 +01:00
bart.mdx
Add TFBartForSequenceClassification (#20570)
2022-12-07 18:05:39 +01:00
barthez.mdx
Enable doc in Spanish (#16518)
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bartpho.mdx
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beit.mdx
Add batch of resources (#20647)
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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)
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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
biogpt.mdx
Add BioGPT (#20420)
2022-12-05 10:12:03 -05:00
bit.mdx
Add batch of resources (#20647)
2023-01-17 17:18:56 +01:00
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
blip-2.mdx
Add BLIP-2 (#21441)
2023-02-09 16:52:11 +01:00
blip.mdx
blip support for training (#21021)
2023-01-18 11:24:37 +01:00
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
bridgetower.mdx
Add BridgeTower model (#20775)
2023-01-25 14:04:32 -05:00
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 batch of resources (#20647)
2023-01-17 17:18:56 +01:00
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
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convnext.mdx
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cpm.mdx
Allow all imports from transformers (#17050)
2022-05-02 12:47:39 -04:00
ctrl.mdx
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cvt.mdx
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data2vec.mdx
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deberta-v2.mdx
Add DebertaV2ForMultipleChoice (#17135)
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deberta.mdx
Add to DeBERTa resources (#20155)
2022-11-15 13:26:07 -05:00
decision_transformer.mdx
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deformable_detr.mdx
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deit.mdx
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deta.mdx
[Docs] Minor fixes (#21383)
2023-01-31 15:13:12 +01:00
detr.mdx
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dialogpt.mdx
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dinat.mdx
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distilbert.mdx
add resources for distilbert (#19930)
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dit.mdx
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donut.mdx
Add Donut image processor (#20425)
2022-11-29 10:38:01 +00:00
dpr.mdx
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dpt.mdx
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efficientformer.mdx
Efficientformer (#20459)
2023-01-20 11:35:42 +03:00
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
Update flan-t5 original model link (#20897)
2022-12-27 02:26:14 -05:00
flaubert.mdx
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flava.mdx
AutoImageProcessor (#20111)
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fnet.mdx
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fsmt.mdx
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funnel.mdx
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git.mdx
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2023-01-17 17:42:33 +01:00
glpn.mdx
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gpt2.mdx
Deprecate parallelize API (#21448)
2023-02-06 19:39:13 -05:00
gpt_neo.mdx
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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
gpt-sw3.mdx
Add gpt-sw3 model to transformers (#20209)
2022-12-12 13:12:13 -05:00
gptj.mdx
Adding resource section to GPT-J docs (#21270)
2023-01-30 16:48:04 -05:00
graphormer.mdx
Graphormer model for Graph Classification (#20968)
2023-01-19 13:05:59 -05:00
groupvit.mdx
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herbert.mdx
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hubert.mdx
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ibert.mdx
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imagegpt.mdx
Add batch of resources (#20647)
2023-01-17 17:18:56 +01:00
jukebox.mdx
Add Jukebox model (replaces #16875) (#17826)
2022-11-10 21:05:27 +01:00
layoutlm.mdx
Added model resources for LayoutLM Issue#19848 (#21377)
2023-02-03 08:53:16 -05:00
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
Add batch of resources (#20647)
2023-01-17 17:18:56 +01:00
lilt.mdx
Add batch of resources (#20647)
2023-01-17 17:18:56 +01:00
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
mask2former.mdx
[Mask2Former] Add doc tests (#21232)
2023-01-25 12:34:43 +01:00
maskformer.mdx
Add Mask2Former (#20792)
2023-01-16 20:37:07 +03:00
mbart.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mctct.mdx
[Past CI] 🔥 Leave Past CI failures in the past 🔥 (#20861)
2022-12-27 18:37:25 +01:00
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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mobilenet_v1.mdx
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mobilenet_v2.mdx
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mobilevit.mdx
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mpnet.mdx
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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)
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nat.mdx
Add batch of resources (#20647)
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nezha.mdx
Nezha Pytorch implementation (#17776)
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nllb.mdx
Replace as_target context managers by direct calls (#18325)
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nystromformer.mdx
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oneformer.mdx
[Mask2Former] Add doc tests (#21232)
2023-01-25 12:34:43 +01:00
openai-gpt.mdx
Very small edit to change name to OpenAI GPT (#20722)
2022-12-12 09:43:43 -05:00
opt.mdx
Add OPTForQuestionAnswering (#19402)
2022-10-10 09:30:59 -04:00
owlvit.mdx
Improve OWL-ViT postprocessing (#20980)
2023-01-03 19:25:09 +03:00
pegasus_x.mdx
PEGASUS-X (#18551)
2022-09-02 19:54:02 +02:00
pegasus.mdx
Enable doc in Spanish (#16518)
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perceiver.mdx
AutoImageProcessor (#20111)
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phobert.mdx
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plbart.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
poolformer.mdx
Add batch of resources (#20647)
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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
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rag.mdx
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realm.mdx
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reformer.mdx
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regnet.mdx
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rembert.mdx
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resnet.mdx
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retribert.mdx
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2022-04-04 10:25:46 -04:00
roberta-prelayernorm.mdx
Implement Roberta PreLayerNorm (#20305)
2022-12-19 09:30:17 +01:00
roberta.mdx
Add RoBERTa resources (#19911)
2022-10-27 11:33:15 -07:00
roc_bert.mdx
Add RocBert (#20013)
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roformer.mdx
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segformer.mdx
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sew-d.mdx
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sew.mdx
Enable doc in Spanish (#16518)
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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
speecht5.mdx
[WIP] add SpeechT5 model (#18922)
2023-02-03 12:43:46 -05:00
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
swin2sr.mdx
Add Swin2SR (#19784)
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swin.mdx
Add batch of resources (#20647)
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swinv2.mdx
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switch_transformers.mdx
Add Switch transformers (#19323)
2022-11-15 13:06:45 +01:00
t5.mdx
Deprecate parallelize API (#21448)
2023-02-06 19:39:13 -05:00
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)
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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
upernet.mdx
[Docs] Minor fixes (#21383)
2023-01-31 15:13:12 +01:00
van.mdx
Add batch of resources (#20647)
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videomae.mdx
Update doc examples feature extractor -> image processor (#20501)
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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_hybrid.mdx
Add BiT + ViT hybrid (#20550)
2022-12-07 11:03:39 +01:00
vit_mae.mdx
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vit_msn.mdx
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vit.mdx
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wav2vec2_phoneme.mdx
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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
Add batch of resources (#20647)
2023-01-17 17:18:56 +01:00
xglm.mdx
Add TF implementation of XGLMModel (#16543)
2022-08-24 10:51:05 +01:00
xlm-prophetnet.mdx
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xlm-roberta-xl.mdx
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xlm-roberta.mdx
Remove Roberta Dependencies from XLM Roberta Flax and Tensorflow models (#21047)
2023-01-18 07:49:39 -05:00
xlm-v.mdx
Add XLM-V to Model Doc (#21498)
2023-02-07 16:43:19 -05:00
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
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yoso.mdx
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