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HuggingFace_transformer/docs/source/en/model_doc
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NielsRogge 9c6f7485a6 Add GIT (GenerativeImage2Text) (#20295) 
* First draft

* Make model instantiation work

* Fix copied from statement

* More fixes

* Add correct output head

* Improve configuration

* Add conversion script

* Improve conversion script

* Remove token_type_ids

* Fix conversion of projection layers

* Convert all weights

* Use cats image

* Make logits match

* Generate caption on cats image

* Add GITProcessor

* Update conversion script

* Add support for more checkpoints

* Fix conversion script

* Add initial tests

* Remove cross-attention

* More improvements

* Remove is_decoder

* Improve model tests

* Improve tests

* Improve model outputs

* Fix model outputs equivalence

* Fix more tests

* Remove unused code

* Use generate to generate text, no use of cache for now

* Use generate more appropriately

* Fix config tests

* Fix style

* Add support for use_cache

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Fix style

* Fix GIT vision encoder

* Update README

* Fix integration test

* Set bos and eos token ids

* Improve docs

* Improve code

* Add support for provided attention_mask

* Add copied from statement

* Fix gradient checkpointing test

* Set model_input_names

* Investigate model_input_names

* Remove script

* Fix model inputs

* Fix docstring

* Rename GIT to Git

* Support more models

* Add support for textvqa model

* Add video support

* Extend conversion script for video

* Add support for large variant

* Add support for more models

* Fix config archive map

* Update integration test

* Fix README

* Fix CLIP mean and std

* Update processor

* Fix use_cache for video, thanks @gante

* Remove print statements

* Remove assertion

* Add processor tests

* Fix model_input_names

* Use Auto API for processor

* Fix processor tests

* Fix integration test

* Fix pipeline test

* Make tests faster

* Update conversion script

* Update conversion script

* Convert more checkpoints

* Update conversion script

* Fix typo

* Update docstrings

* Improve code snippets

* Fix doc tests

* Add more code examplesé

* Fix doc tests

* Add integration tests

* Fix unused variable

* revert

* Add GIT to Japanese README

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-01-03 14:17:18 +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
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)
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
biogpt.mdx
Add BioGPT (#20420)
2022-12-05 10:12:03 -05:00
bit.mdx
Add BiT + ViT hybrid (#20550)
2022-12-07 11:03:39 +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.mdx
Add BLIP (#20716)
2022-12-21 09:39:10 +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
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
Update flan-t5 original model link (#20897)
2022-12-27 02:26:14 -05:00
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
git.mdx
Add GIT (GenerativeImage2Text) (#20295)
2023-01-03 14:17:18 +01:00
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
gpt-sw3.mdx
Add gpt-sw3 model to transformers (#20209)
2022-12-12 13:12:13 -05:00
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
[Past CI] 🔥 Leave Past CI failures in the past 🔥 (#20861)
2022-12-27 18:37:25 +01:00
megatron_gpt2.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
megatron-bert.mdx
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2022-04-04 10:25:46 -04:00
mluke.mdx
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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
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
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
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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-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)
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
swin2sr.mdx
Add Swin2SR (#19784)
2022-12-16 16:24:01 +01:00
swin.mdx
Fix link to Swin Model contributor novice03 (#20557)
2022-12-05 11:42:29 -05:00
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_hybrid.mdx
Add BiT + ViT hybrid (#20550)
2022-12-07 11:03:39 +01:00
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
Add model resources for ViT (#20723)
2022-12-19 10:59:34 -08:00
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
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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
Add docs xlm roberta (#20742)
2022-12-13 09:25:55 -08:00
xlm.mdx
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2022-04-04 10:25:46 -04:00
xlnet.mdx
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2022-04-04 10:25:46 -04:00
xls_r.mdx
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2022-04-04 10:25:46 -04:00
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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