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HuggingFace_transformer/docs/source/en/model_doc
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Ankur Goyal 2ef7742117 Add DocumentQuestionAnswering pipeline (#18414) 
* [WIP] Skeleton of VisualQuestionAnweringPipeline extended to support LayoutLM-like models

* Fixup

* Use the full encoding

* Basic refactoring to DocumentQuestionAnsweringPipeline

* Cleanup

* Improve args, docs, and implement preprocessing

* Integrate OCR

* Refactor question_answering pipeline

* Use refactored QA code in the document qa pipeline

* Fix tests

* Some small cleanups

* Use a string type annotation for Image.Image

* Update encoding with image features

* Wire through the basic docs

* Handle invalid response

* Handle empty word_boxes properly

* Docstring fix

* Integrate Donut model

* Fixup

* Incorporate comments

* Address comments

* Initial incorporation of tests

* Address Comments

* Change assert to ValueError

* Comments

* Wrap `score` in float to make it JSON serializable

* Incorporate AutoModeLForDocumentQuestionAnswering changes

* Fixup

* Rename postprocess function

* Fix auto import

* Applying comments

* Improve docs

* Remove extra assets and add copyright

* Address comments

Co-authored-by: Ankur Goyal <ankur@impira.com>
2022-09-07 13:38:49 -04:00
..
albert.mdx
Enable doc in Spanish (#16518)
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auto.mdx
Add DocumentQuestionAnswering pipeline (#18414)
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bart.mdx
Enable doc in Spanish (#16518)
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barthez.mdx
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bartpho.mdx
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beit.mdx
Enable doc in Spanish (#16518)
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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)
2022-04-04 10:25:46 -04:00
bert.mdx
Add a TF in-graph tokenizer for BERT (#17701)
2022-06-27 12:06:21 +01:00
bertweet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
big_bird.mdx
[FlaxBert] Add ForCausalLM (#16995)
2022-05-03 11:26:19 +02:00
bigbird_pegasus.mdx
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blenderbot-small.mdx
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blenderbot.mdx
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2022-04-04 10:25:46 -04:00
bloom.mdx
Update BLOOM parameter counts (#18531)
2022-08-12 19:36:18 +02:00
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
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canine.mdx
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clip.mdx
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codegen.mdx
Add CodeGen model (#17443)
2022-06-24 17:10:38 +02:00
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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2022-04-04 10:25:46 -04:00
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)
2022-05-10 16:21:44 -04:00
deberta.mdx
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decision_transformer.mdx
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2022-04-04 10:25:46 -04:00
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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2022-04-04 10:25:46 -04:00
donut.mdx
Fix URLs (#18604)
2022-08-12 18:52:49 +02:00
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
Enable doc in Spanish (#16518)
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flava.mdx
[feat] Add FLAVA model (#16654)
2022-05-11 14:56:48 -07:00
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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2022-04-04 10:25:46 -04:00
gpt_neox.mdx
[WIP] Adding GPT-NeoX-20B (#16659)
2022-05-24 09:31:10 -04:00
gptj.mdx
Enable doc in Spanish (#16518)
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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
[LayoutLM] Add clarification to docs (#18716)
2022-09-02 14:48:19 +02:00
layoutlmv2.mdx
Correct & Improve Doctests for LayoutLMv2 (#17168)
2022-05-23 08:02:31 -04:00
layoutlmv3.mdx
[LayoutLMv3] Add TensorFlow implementation (#18678)
2022-08-30 11:48:11 +01:00
layoutxlm.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
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
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
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
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)
2022-07-29 08:09:09 -04:00
mctct.mdx
Replace as_target context managers by direct calls (#18325)
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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
TensorFlow MobileViT (#18555)
2022-09-01 10:35:15 -04:00
mpnet.mdx
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
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
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
nystromformer.mdx
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openai-gpt.mdx
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2022-04-04 10:25:46 -04:00
opt.mdx
Adding OPTForSeqClassification class (#18123)
2022-07-20 10:14:21 +02:00
owlvit.mdx
fix owlvit tests, update docstring examples (#18586)
2022-08-11 19:10:25 +03:00
pegasus_x.mdx
PEGASUS-X (#18551)
2022-09-02 19:54:02 +02:00
pegasus.mdx
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perceiver.mdx
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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
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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
Enable doc in Spanish (#16518)
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regnet.mdx
TF implementation of RegNets (#17554)
2022-06-29 13:45:14 +01:00
rembert.mdx
Enable doc in Spanish (#16518)
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resnet.mdx
Add TF ResNet model (#17427)
2022-07-04 10:59:15 +01:00
retribert.mdx
Enable doc in Spanish (#16518)
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roberta.mdx
[FlaxBert] Add ForCausalLM (#16995)
2022-05-03 11:26:19 +02:00
roformer.mdx
Enable doc in Spanish (#16518)
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segformer.mdx
[SegFormer] TensorFlow port (#17910)
2022-07-21 18:22:37 +01:00
sew-d.mdx
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sew.mdx
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speech_to_text_2.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
speech_to_text.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
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
Enable doc in Spanish (#16518)
2022-04-04 10:25:46 -04:00
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
Fix decode_input_ids to bare T5Model and improve doc (#18791)
2022-09-06 14:12:26 +02:00
t5v1.1.mdx
[Doctests] Fix all T5 doc tests (#16646)
2022-04-13 11:36:54 +02:00
tapas.mdx
Enable doc in Spanish (#16518)
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tapex.mdx
Add TAPEX (#16473)
2022-04-08 10:57:51 +02:00
trajectory_transformer.mdx
Add trajectory transformer (#17141)
2022-05-17 19:07:43 -04:00
transfo-xl.mdx
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trocr.mdx
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
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
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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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
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
wavlm.mdx
Add Wav2Vec2Conformer (#16812)
2022-05-17 00:43:16 +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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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)
2022-05-02 18:30:55 +02:00
yoso.mdx
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