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29 Commits

Author SHA1 Message Date
Sidd Karamcheti
3a8de58c51
Add Mistral GPT-2 Stability Tweaks (#13573) 
* Add layer-wise scaling

* Add reorder & upcasting argument

* Add OpenAI GPT-2 weight initialization scheme

* start `layer_idx` count at zero for consistency

* disentangle attn and reordered and upscaled attn function

* rename `scale_attn_by_layer` to `scale_attn_by_layer_id`

* make autocast from amp compatible with pytorch<1.6

* fix docstring

* style fixes

* Add fixes from PR feedback, style tweaks

* Fix doc whitespace

* Reformat

* First pass scale_attn_by_layer_idx and reorder_and_upcast_attn tests

* Rename scale_attn_by_layer_idx, add tip

* Remove extra newline

* add test for weight initialization

* update code format

* add assert check weights are fp32

* remove assert

* Fix incorrect merge

* Fix shape mismatch in baddbmm

* Add generation test for Mistral flags

Co-authored-by: leandro <leandro.vonwerra@spoud.io>
Co-authored-by: Keshav Santhanam <keshav2@stanford.edu>
Co-authored-by: J38 <jebolton@stanford.edu>
 2021-10-04 07:37:09 -04:00
shabie
4be082ce39
[docs] update dead quickstart link on resuing past for GPT2 (#13455) 
* [docs] update dead quickstart link on resuing past for GPT2

Thed dead link have been replaced by two links of forward and call methods of the GPT2 class for torch and tensorflow respectively.

* [docs] fix formatting for gpt2 page update
 2021-09-07 16:57:58 -04:00
tucan9389
41c559415a
Add GPT2ForTokenClassification (#13290) 
* Add GPT2ForTokenClassification

* Fix dropout exception for GPT2 NER

* Remove sequence label in test

* Change TokenClassifierOutput to TokenClassifierOutputWithPast

* Fix for black formatter

* Remove dummy

* Update docs for GPT2ForTokenClassification

* Fix check_inits ci fail

* Update dummy_pt_objects after make fix-copies

* Remove TokenClassifierOutputWithPast

* Fix tuple input issue

Co-authored-by: danielsejong55@gmail.com <danielsejong55@gmail.com>
 2021-08-31 12:19:04 +02:00
Suraj Patil
ca33278fdb
FlaxGPT2 (#11556) 
* flax gpt2

* combine masks

* handle shared embeds

* add causal LM sample

* style

* add tests

* style

* fix imports, docs, quality

* don't use cache

* add cache

* add cache 1st version

* make use cache work

* start adding test for generation

* finish generation loop compilation

* rewrite test

* finish

* update

* update

* apply sylvains suggestions

* update

* refactor

* fix typo

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2021-05-18 22:50:51 +01:00
Sylvain Gugger
74712e22f3
Honor contributors to models (#11329) 
* Honor contributors to models

* Fix typo

* Address review comments

* Add more authors
 2021-04-21 09:47:27 -04:00
Sylvain Gugger
00aa9dbca2
Copyright (#8970) 
* Add copyright everywhere missing

* Style
 2020-12-07 18:36:34 -05:00
sandip
483e13273f
Add TFGPT2ForSequenceClassification based on DialogRPT (#8714) 
* Add TFGPT2ForSequenceClassification based on DialogRPT

* Add TFGPT2ForSequenceClassification based on DialogRPT

* TFGPT2ForSequenceClassification based on DialogRPT-refactored code, implemented review comments and added input processing

* Add TFGPT2ForSequenceClassification based on DialogRPT

* TFGPT2ForSequenceClassification based on DialogRPT-refactored code, implemented review comments and added input processing

* code refactor for latest other TF PR

* code refactor

* code refactor

* Update modeling_tf_gpt2.py
 2020-12-07 16:58:37 +01:00
Lysandre Debut
02f48b9bfc
Model parallel documentation (#8741) 
* Add parallelize methods to the .rst files

* Correct format
 2020-11-23 20:14:48 -05:00
Sylvain Gugger
c89bdfbe72
Reorganize repo (#8580) 
* Put models in subfolders

* Styling

* Fix imports in tests

* More fixes in test imports

* Sneaky hidden imports

* Fix imports in doc files

* More sneaky imports

* Finish fixing tests

* Fix examples

* Fix path for copies

* More fixes for examples

* Fix dummy files

* More fixes for example

* More model import fixes

* Is this why you're unhappy GitHub?

* Fix imports in conver command
 2020-11-16 21:43:42 -05:00
Sylvain Gugger
08f534d2da
Doc styling (#8067) 
* Important files

* Styling them all

* Revert "Styling them all"

This reverts commit 7d029395fd.

* Syling them for realsies

* Fix syntax error

* Fix benchmark_utils

* More fixes

* Fix modeling auto and script

* Remove new line

* Fixes

* More fixes

* Fix more files

* Style

* Add FSMT

* More fixes

* More fixes

* More fixes

* More fixes

* Fixes

* More fixes

* More fixes

* Last fixes

* Make sphinx happy
 2020-10-26 18:26:02 -04:00
Lysandre Debut
5982431814
Add GPT2ForSequenceClassification based on DialogRPT (#7501) 
* Add GPT2ForSequenceClassification based on DialogRPT

* Better documentation

* Code quality
 2020-10-06 17:31:21 -04:00
Sylvain Gugger
3323146e90
Models doc (#7345) 
* Clean up model documentation

* Formatting

* Preparation work

* Long lines

* Main work on rst files

* Cleanup all config files

* Syntax fix

* Clean all tokenizers

* Work on first models

* Models beginning

* FaluBERT

* All PyTorch models

* All models

* Long lines again

* Fixes

* More fixes

* Update docs/source/model_doc/bert.rst

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Update docs/source/model_doc/electra.rst

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Last fixes

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2020-09-23 13:20:45 -04:00
Sylvain Gugger
c67d1a0259
Tf model outputs (#6247) 
* TF outputs and test on BERT

* Albert to DistilBert

* All remaining TF models except T5

* Documentation

* One file forgotten

* TF outputs and test on BERT

* Albert to DistilBert

* All remaining TF models except T5

* Documentation

* One file forgotten

* Add new models and fix issues

* Quality improvements

* Add T5

* A bit of cleanup

* Fix for slow tests

* Style
 2020-08-05 11:34:39 -04:00
Sylvain Gugger
7fad617dc1
Document model outputs (#5673) 
* Document model outputs

* Update docs/source/main_classes/output.rst

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2020-07-10 17:31:02 -04:00
Thomas Wolf
827d6d6ef0
Cleanup fast tokenizers integration (#3706) 
* First pass on utility classes and python tokenizers

* finishing cleanup pass

* style and quality

* Fix tests

* Updating following @mfuntowicz comment

* style and quality

* Fix Roberta

* fix batch_size/seq_length inBatchEncoding

* add alignement methods + tests

* Fix OpenAI and Transfo-XL tokenizers

* adding trim_offsets=True default for GPT2 et RoBERTa

* style and quality

* fix tests

* add_prefix_space in roberta

* bump up tokenizers to rc7

* style

* unfortunately tensorfow does like these - removing shape/seq_len for now

* Update src/transformers/tokenization_utils.py

Co-Authored-By: Stefan Schweter <stefan@schweter.it>

* Adding doc and docstrings

* making flake8 happy

Co-authored-by: Stefan Schweter <stefan@schweter.it>
 2020-04-18 13:43:57 +02:00
Patrick von Platen
d22894dfd4
[Docs] Add DialoGPT (#3755) 
* add dialoGPT

* update README.md

* fix conflict

* update readme

* add code links to docs

* Update README.md

* Update dialo_gpt2.rst

* Update pretrained_models.rst

* Update docs/source/model_doc/dialo_gpt2.rst

Co-Authored-By: Julien Chaumond <chaumond@gmail.com>

* change filename of dialogpt

Co-authored-by: Julien Chaumond <chaumond@gmail.com>
 2020-04-16 09:04:32 +02:00
Lysandre Debut
bb7c468520
Documentation (#2989) 
* All Tokenizers

BertTokenizer + few fixes
RobertaTokenizer
OpenAIGPTTokenizer + Fixes
GPT2Tokenizer + fixes
TransfoXLTokenizer
Correct rst for TransformerXL
XLMTokenizer + fixes
XLNet Tokenizer + Style
DistilBERT + Fix XLNet RST
CTRLTokenizer
CamemBERT Tokenizer
FlaubertTokenizer
XLMRobertaTokenizer
cleanup

* cleanup
 2020-02-25 18:43:36 -05:00
Lysandre
9ddf60b694 Tips + whitespaces 2020-01-23 09:38:45 -05:00
Lysandre
1487b840d3 TF GPT2 2020-01-23 09:38:45 -05:00
Lysandre
bd0d3fd76e GPT-2 PyTorch models + better tips for BERT 2020-01-23 09:38:45 -05:00
alberduris
81d6841b4b GPU text generation: mMoved the encoded_prompt to correct device 2020-01-06 15:11:12 +01:00
alberduris
dd4df80f0b Moved the encoded_prompts to correct device 2020-01-06 15:11:12 +01:00
LysandreJik
927904bc91 [doc] pytorch_transformers -> transformers 2019-09-26 08:47:15 -04:00
LysandreJik
4acd87ff4e TF models added to documentation 2019-09-26 07:45:40 -04:00
thomwolf
31c23bd5ee [BIG] pytorch-transformers => transformers 2019-09-26 10:15:53 +02:00
LysandreJik
f773faa258 Fixed all links. Removed TPU. Changed CLI to Converting TF models. Many minor formatting adjustments. Added "TODO Lysandre filled" where necessary. 2019-07-10 14:45:56 -04:00
LysandreJik
8fe2c9d98e Refactored Docstrings of BERT, GPT2, GPT, TransfoXL, XLM and XLNet. 2019-07-09 15:55:31 -04:00
LysandreJik
64fd986376 Tokenizers and Config classes are referenced. 2019-07-05 17:44:59 -04:00
LysandreJik
df759114c9 Single file documentation for each model, accompanied by the Documentation overview. 2019-07-05 17:35:26 -04:00