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539ee456d49e1073ce0bf4655bca4e24a60df8c2
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1654 Commits

Author SHA1 Message Date
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
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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