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248 Commits

Author SHA1 Message Date
Sylvain Gugger
acc3bd9d2a
Enforce string-formatting with f-strings (#10980) 
* First third

* Styling and fix mistake

* Quality

* All the rest

* Treat %s and %d

* typo

* Missing )

* Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2021-03-31 10:00:27 -04:00
Philipp Schmid
3e09d813aa
[examples/s2s] added py7zr dep (#10971) 
* added py7zr

* comment out check_min for sagemaker test

* added min version again
 2021-03-30 23:17:12 +05:30
Eliza Szczechla
9f8fa4e973
Use DataCollatorForSeq2Seq in run_summarization in all cases (#10856) 
Co-authored-by: Eliza <eliza@habanero.tiger.com.pl>
 2021-03-22 15:05:39 -04:00
Sylvain Gugger
946400fb68
Expand a bit the presentation of examples (#10799) 
* Expand a bit the presentation of examples

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Address review comments

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
 2021-03-19 10:06:08 -04:00
Stas Bekman
9352b5151a
[examples/seq2seq/README.md] fix t5 examples (#10734) 
* [examples/seq2seq] fix t5 examples

This PR:
* fixes T5 examples to include `--source_prefix` - it's **not** optional. If you give it a try you will see that you get 10x worse bleu scores w/o it. w/ `27.6849`, w/ `2.374`
* added a normal translation example w/o the peculiarities of MBart and T5
* reduces the default max samples to 50 so it's much faster to test quickly

summarization seems to be broken for t5 score-wise: https://github.com/huggingface/transformers/issues/10733

@sgugger

* specify explicitly the t5 models requiring the special handling

* one more

* update the t5 summarization example to use cnn_dailymail

* move max*samples into the top level README.md

* better wording

* better wording
 2021-03-18 09:55:39 -07:00
Lysandre
1b5ce1e63b Development on v4.5.0dev0 2021-03-16 11:41:15 -04:00
Lysandre
c988db5af2 Release v4.4.0 2021-03-16 11:33:35 -04:00
Sylvain Gugger
4c379daf64
Add minimum version check in examples (#10724) 
* Add minimum version check in examples

* Style

* No need for new line maybe?

* Add helpful comment
 2021-03-15 19:29:54 -04:00
Théo Matussière
6f840990a7
split seq2seq script into summarization & translation (#10611) 
* split seq2seq script, update docs

* needless diff

* fix readme

* remove test diff

* s/summarization/translation

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

* cr

* fix arguments & better mbart/t5 refs

* copyright

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

* reword readme

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

* s/summarization/translation

* short script names

* fix tests

* fix isort, include mbart doc

* delete old script, update tests

* automate source prefix

* automate source prefix for translation

* s/translation/trans

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* fix script name (short version)

* typos

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* exact parameter

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* remove superfluous source_prefix calls in docs

* rename scripts & warn for source prefix

* black

* flake8

Co-authored-by: theo <theo@matussie.re>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
 2021-03-15 09:11:42 -04:00
Lysandre Debut
9fbb4cdc80
Specify minimum version for sacrebleu (#10662) 2021-03-11 13:45:06 -05:00
ArvidYin
27d9e05ce2
Update README.md (#10647) 
correct spell error: 'nether'
 2021-03-11 08:58:04 -05:00
Bhadresh Savani
dfd16af832
Added max_sample_ arguments (#10551) 
* reverted changes of logging and saving metrics

* added max_sample arguments

* fixed code

* white space diff

* reformetting code

* reformatted code
 2021-03-08 13:57:10 -05:00
Stas Bekman
e6ce636e02
fix nltk lookup (#10585) 2021-03-07 22:09:58 -08:00
Stas Bekman
88a951e3cc
offline mode for firewalled envs (#10407) 
* offline mode start

* add specific values

* fix fallback

* add test

* better values check and range

* test that actually works

* document the offline mode

* Apply suggestions from code review

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

* more strict check

* cleaner test

* pt-only test

* style

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-03-05 17:27:48 -08:00
Stas Bekman
f52a15897b
[run_seq2seq.py] restore functionality: saving to test_generations.txt (#10428) 
This PR restores the original functionality that for some reason was modified.

Fixes: https://github.com/huggingface/transformers/issues/10381

@sgugger
 2021-02-27 08:21:50 -08:00
Stas Bekman
ee04b69822
[examples] better model example (#10427) 
* refactors

* typo
 2021-02-26 17:01:01 -08:00
Akmal
23e87c27be
Fix broken examples/seq2seq/README.md markdown (#10344) 2021-02-23 10:49:25 -05:00
Stas Bekman
622a8c5995
[trainer] add Trainer methods for metrics logging and saving (#10266) 
* make logging and saving trainer built-in

* Update src/transformers/trainer.py

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-02-22 13:02:53 -08:00
Stas Bekman
f991daed18
defensive programming + expand/correct README (#10295) 2021-02-22 10:58:50 -08:00
Stas Bekman
97e688bc22
[Trainer] memory tracker metrics (#10225) 
* memory tracker metrics

* go back to eval for somewhat consistency

* handle no-gpu case

* deal with stackable eval calls

* restore callback order

* style

* simplify the API

* add test

* docs

* consistently use eval_ prefix

* improve docs

* Update src/transformers/trainer_utils.py

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

* rename method

* style

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-02-18 09:27:32 -08:00
Zhang Cheng
df1b0fb54d
set tgt_lang of MBart Tokenizer for summarization (#10205) 2021-02-16 09:39:37 -05:00
Suraj Patil
1c8c2d9ab3
[WIP][examples/seq2seq] move old s2s scripts to legacy (#10136) 
* move old s2s scripts to legacy

* add the tests back

* proper rename

* restore

* Apply suggestions from code review

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

Co-authored-by: Stas Bekman <stas@stason.org>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-02-15 10:48:02 -08:00
Stas Bekman
0b1f552a24
fix run_seq2seq.py; porting trainer tests to it (#10162) 
* fix run_seq2seq.py; porting DeepSpeed tests to it

* unrefactor

* defensive programming

* defensive programming 2

* port the rest of the trainer tests

* style

* a cleaner scripts dir finder

* cleanup
 2021-02-15 09:12:17 -08:00
Suraj Patil
f51188cbe7
[examples/run_s2s] remove task_specific_params and update rouge computation (#10133) 
* fix rouge metrics and task specific params

* fix typo

* round metrics

* typo

* remove task_specific_params
 2021-02-12 17:18:21 +05:30
Suraj Patil
63fddcf69c
[examples/s2s] add test set predictions (#10085) 
* add do_predict, pass eval_beams durig eval

* update help

* apply suggestions from code review
 2021-02-09 20:41:41 +05:30
Stas Bekman
781220acab
transition to new tests dir (#10080) 2021-02-08 12:41:52 -08:00
Stas Bekman
322037e842
[trainer] deepspeed bug fixes and tests (#10039) 
* deepspeed bug fixes and tests

* manual wrap?
 2021-02-08 09:44:02 -08:00
Olivier
ece6c51458
[s2s examples] Replace -100 token ids with the tokenizer pad_id for compute_metrics (#10046) 
* replace -100 token ids with the tokenizer pad_id for compute_metrics

* fixed typo for label_ids
 2021-02-08 10:08:16 -05:00
Stas Bekman
24db8cc329
Can't mix --fp16 and --device cpu (#10041) 2021-02-07 17:54:20 -08:00
Stas Bekman
769948fad2
json to jsonlines, and doc, and typo (#10043) 2021-02-07 17:51:34 -08:00
Stas Bekman
8ea412a86f
[examples] make run scripts executable (#10037) 
* make executable

* make executable

* same for the template

* cleanup
 2021-02-05 15:51:18 -08:00
Suraj Patil
1cd16512dc
[examples/seq2seq] support label smoothing (#9844) 
* add prepare_decoder_input_ids_from_labels in s2s models

* support lbl smoothing and enc/emb freezing

* fix freezing

* use pad_token_id from config

* remove embed freezing and add warning

* prepare decoder_input_ids inside DataCollatorForSeq2Seq
 2021-02-05 23:21:57 +05:30
Sylvain Gugger
115d97dd2f
Remove subclass for sortish sampler (#9907) 
* Remove subclass for sortish sampler

* Use old Seq2SeqTrainer in script

* Styling
 2021-02-01 08:06:32 -05:00
Stas Bekman
6bab83683b
fix logger format for non-main process (#9911) 2021-02-01 03:08:12 -05:00
Stas Bekman
6bf94bc0b6
correctly handle mt5 (#9879) 2021-01-29 08:11:22 -08:00
Sylvain Gugger
b4e559cfa1
Deprecate model_path in Trainer.train (#9854) 2021-01-28 08:32:46 -05:00
Sylvain Gugger
f2fabedbab
Setup logging with a stdout handler (#9816) 2021-01-27 03:39:11 -05:00
Magdalena Biesialska
8f6c12d306
Fix fine-tuning translation scripts (#9809) 2021-01-26 11:30:31 -05:00
Andrea Cappelli
10e5f28212
Improve pytorch examples for fp16 (#9796) 
* Pad to 8x for fp16 multiple choice example (#9752)

* Pad to 8x for fp16 squad trainer example (#9752)

* Pad to 8x for fp16 ner example (#9752)

* Pad to 8x for fp16 swag example (#9752)

* Pad to 8x for fp16 qa beam search example (#9752)

* Pad to 8x for fp16 qa example (#9752)

* Pad to 8x for fp16 seq2seq example (#9752)

* Pad to 8x for fp16 glue example (#9752)

* Pad to 8x for fp16 new ner example (#9752)

* update script template #9752

* Update examples/multiple-choice/run_swag.py

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

* Update examples/question-answering/run_qa.py

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

* Update examples/question-answering/run_qa_beam_search.py

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

* improve code quality #9752

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-01-26 04:47:07 -05:00
Sylvain Gugger
caf4abf768
Auto-resume training from checkpoint (#9776) 
* Auto-resume training from checkpoint

* Update examples/text-classification/run_glue.py

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

* Roll out to other examples

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2021-01-25 12:03:51 -05:00
Sylvain Gugger
411c582109
Fixes to run_seq2seq and instructions (#9734) 
* Fixes to run_seq2seq and instructions

* Add more defaults for summarization
 2021-01-22 10:03:57 -05:00
Sylvain Gugger
5f80c15ef5
Fix memory regression in Seq2Seq example (#9713) 
* Fix memory regression in Seq2Seq example

* Fix test and properly deal with -100

* Easier condition with device safety

* Patch for MBartTokenzierFast
 2021-01-21 12:05:46 -05:00
Sylvain Gugger
e4c06ed664
New run_seq2seq script (#9605) 
* New run_seq2seq script

* Add tests

* Mark as slow

* Update examples/seq2seq/run_seq2seq.py

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

* Update src/transformers/data/data_collator.py

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

* Update src/transformers/data/data_collator.py

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

* Address review comments

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
 2021-01-19 15:22:17 -05:00
Sylvain Gugger
97b787fb4e
Fix old Seq2SeqTrainer (#9675) 2021-01-19 09:56:25 -05:00
Stas Bekman
c60e0e1ee4
deepspeed + grad acumm (#9622) 2021-01-15 10:12:26 -08:00
Sylvain Gugger
329fe2746a
Upstream (and rename) sortish sampler (#9574) 
* Upstream (and rename) sortish sampler

* Use proper sampler

* Update src/transformers/trainer_pt_utils.py

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2021-01-14 10:38:14 -05:00
Stas Bekman
2df34f4aba
[trainer] deepspeed integration (#9211) 
* deepspeed integration

* style

* add test

* ds wants to do its own backward

* fp16 assert

* Update src/transformers/training_args.py

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

* style

* for clarity extract what args are being passed to deepspeed

* introduce the concept of self.wrapped_model

* s/self.wrapped_model/self.model_wrapped/

* complete transition to self.wrapped_model / self.model

* fix

* doc

* give ds its own init

* add custom overrides, handle bs correctly

* fix test

* clean up model_init logic, fix small bug

* complete fix

* collapse --deepspeed_config into --deepspeed

* style

* start adding doc notes

* style

* implement hf2ds optimizer and scheduler configuration remapping

* oops

* call get_num_training_steps absolutely when needed

* workaround broken auto-formatter

* deepspeed_config arg is no longer needed - fixed in deepspeed master

* use hf's fp16 args in config

* clean

* start on the docs

* rebase cleanup

* finish up --fp16

* clarify the supported stages

* big refactor thanks to discovering deepspeed.init_distributed

* cleanup

* revert fp16 part

* add checkpoint-support

* more init ds into integrations

* extend docs

* cleanup

* unfix docs

* clean up old code

* imports

* move docs

* fix logic

* make it clear which file it's referring to

* document nodes/gpus

* style

* wrong format

* style

* deepspeed handles gradient clipping

* easier to read

* major doc rewrite

* Apply suggestions from code review

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

* docs

* switch to AdamW optimizer

* style

* Apply suggestions from code review

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

* clarify doc

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2021-01-12 19:05:18 -08:00
Patrick von Platen
eef66035a2
[PyTorch Bart] Split Bart into different models (#9343) 
* first try

* remove old template

* finish bart

* finish mbart

* delete unnecessary line

* init pegasus

* save intermediate

* correct pegasus

* finish pegasus

* remove cookie cutter leftover

* add marian

* finish blenderbot

* replace in file

* correctly split blenderbot

* delete "old" folder

* correct "add statement"

* adapt config for tf comp

* correct configs for tf

* remove ipdb

* fix more stuff

* fix mbart

* push pegasus fix

* fix mbart

* more fixes

* fix research projects code

* finish docs for bart, mbart, and marian

* delete unnecessary file

* correct attn typo

* correct configs

* remove pegasus for seq class

* correct peg docs

* correct peg docs

* finish configs

* further improve docs

* add copied from statements to mbart

* fix copied from in mbart

* add copy statements to marian

* add copied from to marian

* add pegasus copied from

* finish pegasus

* finish copied from

* Apply suggestions from code review

* make style

* backward comp blenderbot

* apply lysandres and sylvains suggestions

* apply suggestions

* push last fixes

* fix docs

* fix tok tests

* fix imports code style

* fix doc
 2021-01-05 22:00:05 +01:00
Sylvain Gugger
a1cb6e9866
Adapt to new name of label_smoothing_factor training arg (#9282) 2020-12-23 11:05:21 -05:00
Sylvain Gugger
e6c1f1cad8
Revert renaming in finetune_trainer (#9262) 2020-12-22 15:42:34 -05:00