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1852 Commits

Author SHA1 Message Date
Patrick von Platen
2bef3433e5
[Flax] Correct all return tensors to numpy (#13307) 
* fix_torch_device_generate_test

* remove @

* finish find and replace
 2021-08-27 17:38:34 +02:00
Stefan Schweter
319d840b46
examples: add keep_linebreaks option to CLM examples (#13150) 
* examples: add keep_linebreaks option to text dataset loader for all CLM examples

* examples: introduce new keep_linebreaks option as data argument in CLM examples
 2021-08-27 11:35:45 +02:00
dependabot[bot]
0245cee469
Bump notebook from 6.1.5 to 6.4.1 in /examples/research_projects/lxmert (#13226) 
Bumps [notebook](http://jupyter.org) from 6.1.5 to 6.4.1.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2021-08-24 09:52:39 -04:00
Allan Lin
91ff480e26
Update namespaces inside torch.utils.data to the latest. (#13167) 
* Update torch.utils.data namespaces to the latest.

* Format

* Update Dataloader.

* Style
 2021-08-19 14:29:51 +02:00
Suraj Patil
f5cd27694a
[FlaxCLIP] allow passing params to image and text feature methods (#13099) 
* allow passing params to image and text feature method

* ifx for hybrid clip as well
 2021-08-12 18:35:01 +05:30
Sylvain Gugger
9a498c37a2
Rely on huggingface_hub for common tools (#13100) 
* Remove hf_api module and use hugginface_hub

* Style

* Fix to test_fetcher

* Quality
 2021-08-12 14:59:02 +02:00
Gunjan Chhablani
c71f73f438
Add VisualBERT demo notebook (#12263) 
* Initialize VisualBERT demo

* Update demo

* Add commented URL

* Update README

* Update README
 2021-08-11 10:10:59 -04:00
Patrick von Platen
13a9c9a354
[Flax] Refactor gpt2 & bert example docs (#13024) 
* fix_torch_device_generate_test

* remove @

* improve docs for clm

* speed-ups

* correct t5 example as well

* push final touches

* Update examples/flax/language-modeling/README.md

* correct docs for mlm

* Update examples/flax/language-modeling/README.md

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-08-09 13:37:50 +02:00
abhishek thakur
3ff2cde5ca
tfhub.de -> tfhub.dev (#12565) 2021-08-09 08:11:17 +02:00
Patrick von Platen
24cbf6bc5a
Update README.md 2021-08-08 17:11:19 +02:00
Sylvain Gugger
7fcee113c1
Tpu tie weights (#13030) 
* Fix tied weights on TPU

* Manually tie weights in no trainer examples

* Fix for test

* One last missing

* Gettning owned by my scripts

* Address review comments

* Fix test

* Fix tests

* Fix reformer tests
 2021-08-06 20:41:39 +02:00
Patrick von Platen
2e4082364e
[Flax T5] Speed up t5 training (#13012) 
* fix_torch_device_generate_test

* remove @

* update

* up

* fix

* remove f-stings

* correct readme

* up

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-08-06 11:21:37 +02:00
Patrick von Platen
da9754a3a0
[Flax] Align jax flax device name (#12987) 
* [Flax] Align device name in docs

* make style

* fix import error
 2021-08-04 16:00:09 +02:00
Chungman Lee
75b8990d90
fix typo in example/text-classification README (#12974) 
* fix typo in example/text-classification README

* add space to align the table
 2021-08-02 12:58:43 +02:00
Stefan Schweter
3d4b3bc3fd
examples: use correct way to get vocab size in flax lm readme (#12947) 2021-07-30 21:57:53 +05:30
21jun
5c673efad7
fix typo in gradient_checkpointing arg (#12855) 
help for `ModelArguments.gradient_checkpointing` should be
"If True, use gradient checkpointing to save memory
at the expense of slower backward pass."
not "Whether to freeze the feature extractor layers of the model."
(which is duplicated from `freeze_feature_extractor` arg)
 2021-07-30 15:06:33 +08:00
chutaklee
c164064eef
Fix distiller.py (#12910) 
* fix distiller

* fix style
 2021-07-29 02:11:38 +08:00
Sylvain Gugger
3ec851dc5e
Fix QA examples for roberta tokenizer (#12928) 2021-07-28 09:47:49 -04:00
Sylvain Gugger
fd85734e0e
Add option to set max_len in run_ner (#12929) 2021-07-28 09:38:12 -04:00
Elysium1436
f3d0866ed9
Correct validation_split_percentage argument from int (ex:5) to float (0.05) (#12897) 
* Fixed train_test_split test_size argument

* `Seq2SeqTrainer` set max_length and num_beams only when non None  (#12899)

* set max_length and num_beams only when non None

* fix instance variables

* fix code style

* [FLAX] Minor fixes in CLM example (#12914)

* readme: fix retrieval of vocab size for flax clm example

* examples: fix flax clm example when using training/evaluation files

* Fix module path for symbolic_trace example

Co-authored-by: cchen-dialpad <47165889+cchen-dialpad@users.noreply.github.com>
Co-authored-by: Stefan Schweter <stefan@schweter.it>
Co-authored-by: Sylvain Gugger <sylvain.gugger@gmail.com>
 2021-07-27 21:01:40 -04:00
Stefan Schweter
d3c3e722d6
[FLAX] Minor fixes in CLM example (#12914) 
* readme: fix retrieval of vocab size for flax clm example

* examples: fix flax clm example when using training/evaluation files
 2021-07-27 19:48:04 +05:30
Matt
569f61a760
Add TF multiple choice example (#12865) 
* Add new multiple-choice example, remove old one
 2021-07-26 15:15:51 +01:00
Sylvain Gugger
303989de0e
Add accelerate to examples requirements (#12888) 2021-07-26 09:57:34 -04:00
Stas Bekman
98364ea74f
[tests] fix logging_steps requirements (#12860) 2021-07-23 08:05:48 -07:00
Lysandre
40de2d5a4f Docs for v4.10.0dev0 2021-07-22 12:52:25 +02:00
Lysandre
72aee83ced Release: v4.9.0 2021-07-22 12:11:55 +02:00
Maxwell Forbes
fcf83011df
Fix type of max_seq_length arg in run_swag.py (#12832) 2021-07-22 02:14:14 -04:00
Patrick von Platen
acdd78db08
Update README.md 2021-07-20 16:48:37 +02:00
Patrick von Platen
31d06729f4
Update README.md 2021-07-20 14:19:37 +02:00
Patrick von Platen
13fefdf340
Update README.md 
cc @patil-suraj
 2021-07-20 13:51:15 +02:00
fgaim
66197adc98
Flax MLM: Allow validation split when loading dataset from local file (#12689) 
* Allow validation split when loading dataset from local file

* Flax clm & t5, enable validation split for datasets loaded from local file
 2021-07-20 13:38:25 +02:00
Patrick von Platen
c6b9095cb2
Update README.md 2021-07-17 19:22:26 +02:00
Patrick von Platen
b4b562d834
[Wav2Vec2] Padded vectors should not allowed to be sampled (#12764) 
* fix_torch_device_generate_test

* remove @

* finish

* correct script

* correct script
 2021-07-16 19:07:08 +02:00
Suraj Patil
8ef3f36561
fix typos (#12757) 2021-07-16 16:44:59 +05:30
Patrick von Platen
a76dd7ee82
Update README.md 2021-07-16 00:16:30 +01:00
Patrick von Platen
2e9fb13fb1
[Wav2Vec2] Correctly pad mask indices for PreTraining (#12748) 
* fix_torch_device_generate_test

* remove @

* start adding tests

* correct wav2vec2 pretraining

* up

* up

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-07-15 21:40:25 +01:00
Suraj Patil
44f5b260fe
flax model parallel training (#12590) 
* update scripts

* add copyright

* add logging

* cleanup

* add z loss

* add readme

* shard description

* update readme
 2021-07-14 22:55:44 +05:30
Matt
f9ac677eba
Update TF examples README (#12703) 
* Update Transformers README, rename token_classification example to token-classification to be consistent with the others

* Update examples/tensorflow/README.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Add README for TF token classification

* Update examples/tensorflow/token-classification/README.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update examples/tensorflow/token-classification/README.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-07-14 15:15:25 +01:00
Patrick von Platen
f4399ec570
Update README.md 2021-07-14 12:54:31 +01:00
Matt
65bf05cd18
Adding TF translation example (#12667) 
* Adding TF translation example

* Fixes and style pass for TF translation example

* Remove unused postprocess_text copied from run_summarization

* Adding README

* Review fixes

* Move changes to model.config to after we've initialized the model
 2021-07-13 19:08:25 +01:00
Nick Doiron
5803a2a7ac
Add ByT5 option to example run_t5_mlm_flax.py (#12634) 
* Allow ByT5 type in Flax T5 script

* use T5TokenizerFast

* change up tokenizer config

* model_args

* reorder imports

* Update run_t5_mlm_flax.py
 2021-07-13 13:39:57 +01:00
Omar Sanseviero
c523b241c2
Update timeline for Flax event evaluation 2021-07-12 21:24:58 +02:00
Matt
379f649434
TF summarization example (#12617) 
* Adding a TF summarization example

* Style pass

* Style fixes

* Updates for review comments

* Adding README

* Style pass

* Remove unused import
 2021-07-12 15:58:38 +01:00
Eduardo Gonzalez Ponferrada
2dd9440d08
Point to the right file for hybrid CLIP (#12599) 2021-07-12 12:16:22 +05:30
Bhadresh Savani
de23ecea36
added test file (#12630) 2021-07-12 12:15:14 +05:30
Patrick von Platen
deecdd4939
[Flax] Fix cur step flax examples (#12608) 
* fix_torch_device_generate_test

* remove @

* fix save problem
 2021-07-09 13:51:28 +01:00
Omar Sanseviero
8fe836af5a
Add Flax sprint project evaluation section (#12592) 2021-07-09 08:52:30 +02:00
Sylvain Gugger
6f1adc4334
Fix group_lengths for short datasets (#12558) 2021-07-08 07:23:41 -04:00
Ibraheem Moosa
122d7dc34f
Remove logging of GPU count etc logging. (#12569) 
Successfully logging this requires Pytorch. For the purposes of this script we are not using Pytorch.
 2021-07-07 23:05:47 +01:00
Suraj Patil
d7e156bd1a
fix loading clip vision model (#12566) 2021-07-07 22:50:27 +05:30
Patrick von Platen
7d321b7689
[Flax] Allow retraining from save checkpoint (#12559) 
* fix_torch_device_generate_test

* remove @

* finish
 2021-07-07 19:13:43 +05:30
Souvic Chakraborty
1d6623c6a2
MLM training fails with no validation file(same as #12406 for pytorch now) (#12517) 
* Validation split percentage to be used for custom data files also

Issue same as https://github.com/huggingface/transformers/issues/12406 fixed for pytorch branch run_mlm.py

* Validation split added in the right place

* Update run_clm.py

* validation split added for custom files

* Validation split added for custom files

* Update run_plm.py

* fixed validation split for custom files as input for pytorch examples in lm

* Update run_clm_no_trainer.py

* args modified
 2021-07-07 09:05:44 -04:00
Suraj Patil
2d42915abe
[examples/flax] add adafactor optimizer (#12544) 
* add adafactor

* Update examples/flax/language-modeling/run_mlm_flax.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2021-07-07 11:50:30 +05:30
Patrick von Platen
208df208bf
[Flax] Adapt examples to be able to use eval_steps and save_steps (#12543) 
* fix_torch_device_generate_test

* remove @

* up

* up

* correct

* upload

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-07-06 19:41:51 +01:00
SaulLu
09af5bdea3
Replace nn.Moudle by nn.Module (#12541) 2021-07-06 11:31:45 -04:00
Patrick von Platen
f42a0abf4b
Update README.md 2021-07-06 15:14:48 +01:00
Suzana Ilić
029b9d3f40
Update README (#12540) 2021-07-06 16:12:16 +02:00
Suraj Patil
f5b0c1ecf0
[Flax] Fix hybrid clip (#12519) 
* fix saving and loading

* update readme
 2021-07-06 11:12:47 +05:30
Patrick von Platen
7d6285a921
[Wav2Vec2] Flax - Adapt wav2vec2 script (#12520) 
* fix_torch_device_generate_test

* remove @

* adapt flax pretrain script
 2021-07-05 23:49:47 +01:00
Patrick von Platen
4605b2b8ec
[Flax] Fix another bug in logging steps (#12516) 
* fix_torch_device_generate_test

* remove @

* up
 2021-07-05 18:35:22 +01:00
Patrick von Platen
d0f7508abe
[Flax] Correct logging steps flax (#12515) 
* fix_torch_device_generate_test

* remove @

* push
 2021-07-05 18:21:00 +01:00
Patrick von Platen
bb4ac2b5a8
[Flax] Correct flax training scripts (#12514) 
* fix_torch_device_generate_test

* remove @

* add logging steps

* correct training scripts

* correct readme

* correct
 2021-07-05 18:14:50 +01:00
Matt
ea55675024
NER example for Tensorflow (#12469) 
* NER example for Tensorflow

* Style pass

* Style pass

* Added metric computation on the evaluation set

* Style pass

* Fixed label masking

* Style pass

* Style pass
 2021-07-05 15:42:18 +01:00
Patrick von Platen
9b90810558
[Flax] Dataset streaming example (#12470) 
* fix_torch_device_generate_test

* remove @

* upload

* finish dataset streaming

* adapt readme

* finish

* up

* up

* up

* up

* Apply suggestions from code review

* finish

* make style

* make style2

* finish

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-07-05 15:13:10 +01:00
Navjot
eceb1042c1
flax.linen.apply takes state as the first param, followed by the input (#12510) 2021-07-05 19:33:14 +05:30
Suraj Patil
f1c81d6b92
[Flax] ViT training example (#12300) 
* begin script

* clean example, add readme

* update readme

* remove decay mask

* remove masking

* update readme & make flake happy
 2021-07-05 18:23:03 +05:30
Akmal
e799e0f1ed
[Flax] Fix wav2vec2 pretrain arguments (#12498) 2021-07-05 13:35:20 +01:00
Suraj Patil
23ab0b6980
[examples/flax] clip style image-text training example (#12491) 
* clip style example

* fix post init

* add requirements

* update readme, few small fixes
 2021-07-05 13:26:44 +05:30
Lysandre Debut
89a8739f0c
Add Repository import to the FLAX example script (#12501) 2021-07-05 03:51:11 -04:00
Patrick von Platen
2df63282e0
Update README.md 2021-07-04 13:16:29 +01:00
Omar Sanseviero
a76eebfc80
Add guide on how to build demos for the Flax sprint (#12468) 2021-07-02 20:35:17 +02:00
Patrick von Platen
b21905e03d
Update README.md 2021-07-02 14:12:47 +01:00
Patrick von Platen
d24a523130
Update README.md 2021-07-02 13:41:14 +01:00
Patrick von Platen
e3fce2f868
Update README.md 
Thanks a lot @BirgerMoell
 2021-07-02 12:12:54 +01:00
Matthew LeMay
b4ecc6bef2
fixed typo in flax-projects readme (#12466) 2021-07-02 12:27:39 +05:30
Souvic Chakraborty
d5b8fe3b90
Validation split added: custom data files @sgugger, @patil-suraj (#12407) 
* Validation split added: custom data files

Validation split added in case of no validation file and loading custom data

* Updated documentation with custom file usage

Updated documentation with custom file usage

* Update README.md

* Update README.md

* Update README.md

* Made some suggested stylistic changes

* Used logger instead of print.

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Made similar changes to add validation split

In case of a missing validation file, a validation split will be used now.

* max_train_samples to be used for training only

max_train_samples got misplaced, now corrected so that it is applied on training data only, not whole data.

* styled

* changed ordering

* Improved language of documentation

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Improved language of documentation

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Fixed styling issue

* Update run_mlm.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-07-01 13:22:42 -04:00
Patrick von Platen
7f87bfc910
Add TPU README (#12463) 
* Add TPU README

* Apply suggestions from code review

* Update examples/research_projects/jax-projects/README.md

* Update examples/research_projects/jax-projects/README.md

Co-authored-by: Stefan Schweter <stefan@schweter.it>

Co-authored-by: Stefan Schweter <stefan@schweter.it>
 2021-07-01 17:11:54 +01:00
Patrick von Platen
1457839fc5
Update README.md 2021-07-01 15:52:11 +01:00
Suzana Ilić
c18af5d40c
Added talk details (#12465) 2021-07-01 16:19:23 +02:00
Patrick von Platen
b655f16d4e
[Flax community event] How to use hub during training (#12447) 
* fix_torch_device_generate_test

* remove @

* upload

* finish doc

* Apply suggestions from code review

Co-authored-by: Omar Sanseviero <osanseviero@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* finish

Co-authored-by: Omar Sanseviero <osanseviero@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Julien Chaumond <chaumond@gmail.com>
 2021-07-01 11:41:22 +01:00
Patrick von Platen
0d1f67e651
[Flax] Add wav2vec2 (#12271) 
* fix_torch_device_generate_test

* remove @

* start flax wav2vec2

* save intermediate

* forward pass has correct shape

* add weight norm

* add files

* finish ctc

* make style

* finish gumbel quantizer

* correct docstrings

* correct some more files

* fix vit

* finish quality

* correct tests

* correct docstring

* correct tests

* start wav2vec2 pretraining script

* save intermediate

* start pretraining script

* finalize pretraining script

* finish

* finish

* small typo

* finish

* correct

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* make style

* push

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
 2021-06-30 18:44:23 +01:00
Suraj Patil
3f36a2c064
[JAX/Flax readme] add philosophy doc (#12419) 
* add philosophy doc

* fix typos

* update doc

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* address Patricks suggestions

* add a training example and fix typos

* jit the training step

* jit train step

* fix example code

* typo

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2021-06-30 21:40:12 +05:30
Suzana Ilić
1ad1c4a864
Add to talks section (#12442) 2021-06-30 16:58:03 +02:00
Suzana Ilić
90d69456eb
Added to talks section (#12433) 
Added one more confirmed speaker, zoom links and gcal event links
 2021-06-30 13:14:11 +02:00
Suzana Ilić
b440b8d1ce
Added talks (#12415) 2021-06-29 16:01:16 +01:00
Shamane Siri
5257818e68
minor fixes in original RAG training (#12395) 2021-06-29 13:39:48 +01:00
Patrick von Platen
813328682e
[Flax] Example scripts - correct weight decay (#12409) 
* fix_torch_device_generate_test

* remove @

* finish

* finish

* correct style
 2021-06-29 12:01:08 +01:00
Suraj Patil
aecae53377
[example/flax] add summarization readme (#12393) 
* add readme

* update readme and add requirements

* Update examples/flax/summarization/README.md

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2021-06-29 14:02:33 +05:30
Patrick von Platen
31c3e7e75b
[Flax] Add T5 pretraining script (#12355) 
* fix_torch_device_generate_test

* remove @

* add length computatan

* finish masking

* finish

* upload

* fix some bugs

* finish

* fix dependency table

* correct tensorboard

* Apply suggestions from code review

* correct processing

* slight change init

* correct some more mistakes

* apply suggestions

* improve readme

* fix indent

* Apply suggestions from code review

Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>

* correct tokenizer

* finish

* finish

* finish

* finish

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>
 2021-06-28 20:11:29 +01:00
Matt
7e22609e0f
Tensorflow LM examples (#12358) 
* Tensorflow MLM example

* Add CLM example

* Style fixes, adding missing checkpoint code from the CLM example

* Fix TPU training, avoid massive dataset warnings

* Fix incorrect training length calculation for multi-GPU training

* Fix incorrect training length calculation for multi-GPU training

* Refactors and nitpicks from the review

* Style pass

* Adding README
 2021-06-28 19:31:44 +01:00
Patrick von Platen
2d70c91206
[Flax] Adapt flax examples to include push_to_hub (#12391) 
* fix_torch_device_generate_test

* remove @

* finish

* correct summary writer

* correct push to hub

* fix indent

* finish

* finish

* finish

* finish

* finish

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-06-28 19:23:35 +01:00
Sylvain Gugger
276bc149d2 Fix copies 2021-06-28 12:26:40 -04:00
Patrick von Platen
27b6ac4611
Update README.md 2021-06-28 17:22:10 +01:00
Patrick von Platen
89b57a6669
[Flax community event] Add more description to readme (#12398) 
* fix_torch_device_generate_test

* remove @

* boom boom

* correct typos

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Apply suggestions from code review

Co-authored-by: Suzana Ilić <io.suzanai@gmail.com>

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Suzana Ilić <io.suzanai@gmail.com>
 2021-06-28 17:18:42 +01:00
Bhadresh Savani
04dbea31a9
[Examples] Added context manager to datasets map (#12367) 
* added cotext manager to datasets map

* fixed style and spaces

* fixed warning of deprecation

* changed desc
 2021-06-28 09:14:00 -07:00
Sylvain Gugger
57461ac0b4
Add possibility to maintain full copies of files (#12312) 2021-06-28 10:02:53 -04:00
Taha ValizadehAslani
9490d668d2
Update run_mlm.py (#12344) 
Before the code could not be used for validation only because of this line:
extension = data_args.train_file.split(".")[-1]
was assuming that extension must be extracted from the training dataset. This line would run regardless of the training or validation options of the user. This would lead to an error if the user only wants to run an evaluation only and does not want to do train (because the training file does not exist). I modified it to extract extension from the training file if the user wants to do train and extract it from the validation file if the user wants to run eval. This way the code can be used for both training and validation separately.
 2021-06-28 07:49:22 -04:00
Bhadresh Savani
ff5cdc086b
replace print with logger (#12368) 2021-06-26 09:31:25 -07:00
Bhadresh Savani
539ee456d4
[Examples] Replicates the new --log_level feature to all trainer-based pytorch (#12359) 
* added log_level

* fix comment

* fixed log_level

* Trigger CI

* Unfied logging

* simplified args for log_level
 2021-06-25 14:58:42 -07:00
Stas Bekman
64e6098094
[trainer] add main_process_first context manager (#12351) 
* main_process_first context manager

* handle multi-node, add context description

* sync desc
 2021-06-25 14:58:03 -07:00
Stas Bekman
4a872caef4
remove extra white space from log format (#12360) 2021-06-25 13:20:14 -07:00
Vasudev Gupta
332a245861
Add FlaxBigBird QuestionAnswering script (#12233) 
* port bigbird script

* adapt script a bit

* change location

* adapt more

* save progress

* init commit

* style

* dataset script tested

* readme add
 2021-06-25 18:05:48 +01:00
michal pitr
d4ce31e839
fixed typo (#12356) 2021-06-25 07:49:29 -04:00
Patrick von Platen
aa550c4a11
Update README.md 2021-06-25 11:55:51 +01:00
Marc van Zee
f2c4ce7e33
Add flax/jax quickstart (#12342) 2021-06-24 17:04:18 +01:00
Suraj Patil
aef3823e1a
[examples/Flax] move the examples table up (#12341) 2021-06-24 16:03:37 +05:30
Sylvain Gugger
2150dfed31 v4.9.0.dev0 2021-06-23 13:31:19 -04:00
Sylvain Gugger
9252a5127f Release: v4.8.0 2021-06-23 13:25:56 -04:00
Patrick von Platen
44739c8180
[Flax/JAX] Add how to propose projects markdown (#12311) 
* fix_torch_device_generate_test

* remove @

* finish

* make style
 2021-06-23 14:50:35 +01:00
Suraj Patil
c0fe3c9a7a
Flax summarization script (#12230) 
* add summrization script

* fix arguments, preprocessing, metrics

* add generation and metrics

* auto model, prediction loop

* prettify

* label smoothing

* adress Sylvain and Patricks suggestions

* dynamically import shift_tokens_right

* fix shift_tokens_right_fn call
 2021-06-23 15:49:30 +05:30
Stas Bekman
ebe5413589
[trainer] 2 bug fixes and a rename (#12309) 
* bug fixes and a rename

* add extended DDP test
 2021-06-22 11:13:23 -07:00
Patrick von Platen
64029abe4c
[Flax] Main doc for event orga (#12305) 
* fix_torch_device_generate_test

* remove @

* push

* finish

* some typos

* add more info on communication

* add suggestions
 2021-06-22 18:02:52 +01:00
Stas Bekman
dad414d5f9
[trainer + examples] set log level from CLI (#12276) 
* set log level from CLI

* add log_level_replica + test + extended docs

* cleanup

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* rename datasets objects to allow datasets module

* improve the doc

* style

* doc improve

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-21 19:30:50 -07:00
Matt
e3cb7a0b60
Tensorflow QA example (#12252) 
* New Tensorflow QA example!

* Style pass

* Updating README.md for the new example

* flake8 fixes

* Update examples/tensorflow/question-answering/README.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-21 16:37:28 +01:00
Vishal Burman
b53bc55ba9
Fix for making student ProphetNet for Seq2Seq Distillation (#12130) 
* make_student.py: fix to make student ProphetNet

* reformat
 2021-06-21 09:36:44 -04:00
Bhavitvya Malik
e43e11260f
update desc for map in all examples (#12226) 
* update desc for map in all examples

* added plm

* suggestions
 2021-06-17 15:37:31 -04:00
Lysandre
0daadc1919 Docs for v4.8.0 2021-06-17 18:17:42 +02:00
Lysandre
7a6c9fab8e Release: v4.7.0 2021-06-17 17:57:42 +02:00
Sylvain Gugger
7d7ceca396
Model card defaults (#12122) 
* [WIP] Model card defaults

* finetuned_from default value

* Add all mappings to the mapping file

* Be more defensive on finetuned_from arg

* Add default task tag

* Separate tags from tasks

* Edge case for dataset

* Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2021-06-15 16:01:37 -04:00
kumapo
955b2b97a6
Enable add_prefix_space if model_type is roberta or gpt2 (#12116) 2021-06-15 09:33:21 -04:00
Avital Oliver
9b393240a2
Use a released version of optax rather than installing from Git. (#12173) 
Use a released version of optax rather than installing from Git
 2021-06-15 16:42:51 +05:30
Stas Bekman
88e84186e5
[style] consistent nn. and nn.functional: part 4 examples (#12156) 
* consistent nn. and nn.functional: p4 examples

* restore
 2021-06-14 12:28:24 -07:00
Kumar Abhishek
9de62cfbce
[lm examples] Replicate --config_overrides addition to other LM examples (#12135) 
* [lm examples] Replicate --config_overrides addition to other LM examples

* Removing no trainer files changes

* Update README

Co-authored-by: Kumar Abhishek <kabhishek@expedia.com>
 2021-06-14 08:12:22 -04:00
Nicholas Broad
cd7961b632
Use text_column_name variable instead of "text" (#12132) 
* Use text_column_name variable instead of "text"

`text_column_name` was already defined above where I made the changes and it was also used below where I made changes.

This is a very minor change. If a dataset does not use "text" as the column name, then the `tokenize_function` will now use whatever column is assigned to `text_column_name`. `text_column_name` is just the first column name if "text" is not a column name. It makes the function a little more robust, though I would assume that 90% + of datasets use "text" anyway.

* black formatting

* make style

Co-authored-by: Nicholas Broad <nicholas@nmbroad.com>
 2021-06-14 08:11:13 -04:00
Sylvain Gugger
b8ab541340
Don't log anything before logging is setup in examples (#12121) 
* Don't log anything before logging is setup in examples

* Last example
 2021-06-14 08:03:33 -04:00
Patrick von Platen
7566fefa69
[Flax] Add links to google colabs (#12146) 
* fix_torch_device_generate_test

* remove @

* add colab links
 2021-06-14 11:00:29 +01:00
Suraj Patil
d36fce8237
add readme for flax clm (#12111) 
* add readme for flax clm

* use section link for tokenizer

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* update metrics

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2021-06-14 15:03:55 +05:30
Patrick von Platen
16c0efca2c
Add mlm pretraining xla torch readme (#12011) 
* fix_torch_device_generate_test

* remove @

* upload

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Update examples/flax/language-modeling/README.md

* add more info

* finish

* fix

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-06-14 10:31:21 +01:00
Suraj Patil
15b498f3b8
Flax CLM script (#12023) 
* first draft

* max_seq_length => block_size

* fix arg names

* fix typos

* fix loss calculation

* add max examples, fix  train eval steps, metrics

* optimizer mask

* fix perpelexity, metric logging

* fix logging

* data_collator = > data_loader

* refactor loss_fn

* support single GPU

* pass distributed to write_metric

* fix jitting

* fix single device training

* fix single device metrics

* close inner progress bars once finished

* add overwrite_cache arg

* ifx dataset caching issue

* add more logs

* few small fixes,

* address nicholas suggestions

* fix docstr

* address patricks suggestions

* make flake happy

* pass new new_dropout_rng to apply_gradients

* reset train metrics after every epoc

* remove distributed logis, small fixes
 2021-06-11 15:16:20 +05:30
Bhavitvya Malik
d2753dcbec
add relevant description to tqdm in examples (#11927) 
* add relevant `desc` in examples

* require_version datasets>=1.8.0
 2021-06-10 15:59:55 -04:00
Matt
bebbdd0fc9
Appending label2id and id2label to models to ensure inference works properly (#12102) 2021-06-10 15:25:04 +01:00
Matt
4cda08decb
Minor style edits 2021-06-10 15:10:57 +01:00
Matt
7f08dbd10a
Update README.md to cover the TF GLUE example. 2021-06-10 14:33:42 +01:00
Sylvain Gugger
d72e5a3a6d Fix quality 2021-06-10 09:27:11 -04:00
Matt
73a532651a
New TF GLUE example (#12028) 
* Pushing partially-complete new GLUE example

* First draft of the new TF GLUE example! Needs a little more testing to be sure but it's almost ready.

* Fix to the fit() call

* Bugfixes, making sure TPU and multi-GPU support is ready

* Remove logger line that depends on Pytorch

* Style pass

* Deleting old TF GLUE example

* Include label2id and id2label in the saved model config

* Don't clobber the existing model.config.label2id

* Style fixes

* Update examples/tensorflow/text-classification/run_glue.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-10 14:14:37 +01:00
kumapo
472a867626
Add text_column_name and label_column_name to run_ner and run_ner_no_trainer args (#12083) 
* Add text_column_name and label_column_name to run_ner args

* Minor fix: grouping for text and label column name
 2021-06-10 08:03:20 -04:00
Stas Bekman
61e191987d
rm require_version_examples (#12088) 2021-06-09 11:02:52 -07:00
Suraj Patil
d1500d9151
pass decay_mask fn to optimizer (#12087) 2021-06-09 18:49:27 +01:00
Anton Lozhkov
d472bd7b18
Wav2Vec2 Pretraining (#11306) 
* Working quantizer forward

* Working quantizer forward

* Clean up unused model parts, test reproducibility

* Working quantizer forward

* Clean up unused model parts, test reproducibility

* Remove custom outputs from the shared ones

* correct conversion

* correct bug

* add first pretrain script

* save intermediate

* static shapes

* save intermediate

* finish first pretrain script version

* more refactor

* remove wanddb

* refactor more

* improve test

* correct perplexity compute bug

* finish model implementation

* add to docs

* finish docs

* finish pretraining script

* finish pretraining script

* remove wandb

* finish PR for merge

* finish config

* finish

* make deepspeed work

* Apply suggestions from code review

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* apply suggestions

* fix flaky test

Co-authored-by: patrickvonplaten <patrick.v.platen@gmail.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-09 18:40:56 +01:00
Stas Bekman
d14e0af274
sync LayerDrop for Wav2Vec2Encoder + tests (#12076) 2021-06-09 13:21:03 +01:00
Koichi Yasuoka
82a2b76c95
Update run_ner.py with id2label config (#12001) 2021-06-09 07:27:05 -04:00
Stas Bekman
11d86d3de4
[Deepspeed Wav2vec2] integration (#11638) 
* wip

* wip - but working with https://github.com/microsoft/DeepSpeed/pull/1044

* cleanup

* workaround

* working 5/8 modes

* solve fp32 distributed zero3

* style

* sync

* sync

* rework

* deprecation

* cleanup

* https://github.com/microsoft/DeepSpeed/pull/1044 pr was merged

* clean up

* add a guide

* more prose

* more prose

* fix

* more prose

* sub_group_size was too big

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* refactor

* bug fix

* make the true check explicit

* new deepspeed release

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-08 12:32:03 -07:00
Sylvain Gugger
fd6902838a
Properly indent block_size (#12070) 2021-06-08 10:27:02 -04:00
cdleong
49bee0aea4
Add torch to requirements.txt in language-modeling (#12040) 
* Add torch to requirements.txt in language-modeling

* Update examples/pytorch/language-modeling/requirements.txt

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-06-08 09:02:35 -04:00
Mario Šaško
f5eec0d8e9
Replace legacy tensor.Tensor with torch.tensor/torch.empty (#12027) 
* Replace legacy torch.Tensor constructor with torch.{tensor, empty}

* Remove torch.Tensor in examples
 2021-06-08 13:58:38 +01:00
Shamane Siri
e33085d648
updated the original RAG implementation to be compatible with latest Pytorch-Lightning (#11806) 
* updated the original RAG implementation to be compatible with the latest PL version

* updated the requirements.txt file

* execute make style

* code quality test

* code quality

* conflix resolved in requirement.txt

* code quality

* changed the MyDDP class name to CustomDDP
 2021-06-08 13:42:49 +01:00
Russell Klopfer
e363e1d936
adds metric prefix. (#12057) 
* adds metric prefix.

* update tests to include prefix
 2021-06-07 22:34:10 -04:00
Patrick von Platen
242ec31aa5
[Flax] Refactor MLM (#12013) 
* fix_torch_device_generate_test

* remove @

* finish refactor

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-06-03 16:31:32 +01:00
Nicholas Vadivelu
4674061b2a
Fix weight decay masking in run_flax_glue.py (#11964) 
* Fix weight decay masking in `run_flax_glue.py`

Issues with the previous implementation:
- The `dict` from `traverse_util.flatten_dict` has keys which are tuples of strings, not one long string with the path separated by periods.
- `optax.masked` applies the transformation wherever the mask is True, so the masks are flipped.
- Flax's LayerNorm calls the scale parameter `scale` not `weight`

* Fix formatting with black

* adapt results

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
 2021-06-03 11:35:26 +01:00
dependabot[bot]
6db3a87de2
Bump urllib3 from 1.25.8 to 1.26.5 in /examples/research_projects/lxmert (#11983) 
Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.25.8 to 1.26.5.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/1.25.8...1.26.5)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2021-06-02 03:40:20 -04:00