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12 Commits

Author SHA1 Message Date
Stas Bekman
82498cbc37
[deepspeed doc] install issues + 1-gpu deployment (#9582) 
* [doc] install + 1-gpu deployment

* Apply suggestions from code review

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

* improvements

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2021-01-14 11:05:04 -08:00
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
Sylvain Gugger
490b39e614
Seq2seq trainer (#9241) 
* Add label smoothing in Trainer

* Add options for scheduler and Adafactor in Trainer

* Put Seq2SeqTrainer in the main lib

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Address review comments and adapt scripts

* Documentation

* Move test not using script to tests folder

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2020-12-22 11:33:44 -05:00
Sylvain Gugger
00aa9dbca2
Copyright (#8970) 
* Add copyright everywhere missing

* Style
 2020-12-07 18:36:34 -05:00
Chengxi Guo
d65e0bfea3
Fix doc bug (#8500) 
* fix doc bug

Signed-off-by: mymusise <mymusise1@gmail.com>

* fix example bug

Signed-off-by: mymusise <mymusise1@gmail.com>
 2020-11-12 11:47:23 -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
Tiger
7e73c12805
fixed lots of typos. (#7758) 2020-10-13 10:00:20 -04:00
Sylvain Gugger
08ba4b4902
Trainer callbacks (#7596) 
* Initial callback proposal

* Finish various callbacks

* Post-rebase conflicts

* Fix tests

* Don't use something that's not set

* Documentation

* Remove unwanted print.

* Document all models can work

* Add tests + small fixes

* Update docs/source/internal/trainer_utils.rst

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

* Address review comments

* Fix TF tests

* Real fix this time

* This one should work

* Fix typo

* Really fix typo

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
 2020-10-07 10:50:21 -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
4cbd50e611
Compute loss method (#7074) 2020-09-11 12:06:31 -04:00
Sylvain Gugger
86caab1e0b
Harmonize both Trainers API (#6157) 
* Harmonize both Trainers API

* Fix test

* main_prcess -> process_zero
 2020-07-31 09:43:23 -04:00
Sylvain Gugger
87716a6d07
Documentation for the Trainer API (#5383) 
* Documentation for the Trainer API

* Address review comments

* Address comments
 2020-06-30 11:43:43 -04:00