transformers/tests/trainer
Younes Belkada f6261d7d81
FEAT / Optim: Add GaLore optimizer (#29588)
* add galore v1

* add import

* add tests and doc

* fix doctest

* forward contrib credits from discussions

* forward contrib credits from discussions

* Apply suggestions from code review

Co-authored-by: Zach Mueller <muellerzr@gmail.com>

* fix failing tests'

* switch to `optim_target_modules` and clarify docs

* more clarification

* enhance lookup logic

* update a test to add peak memory

* add regex, all-linear and single string support

* add layer-wise optimization through DummyOptimizers and LRSchedulers

* forward contrib credits from discussions and original idea

* add a section about DDP not supported in layerwise

* Update src/transformers/trainer.py

Co-authored-by: Zach Mueller <muellerzr@gmail.com>

* fix self

* check only if layer_wise

* Update src/transformers/training_args.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* oops

* make use of intervals

* clarify comment

* add matching tests

* GaLoRe -> GaLore

* move to `get_scheduler`

* add note on docs

* add a warning

* adapt a bit the docs

* update docstring

* support original API

* Update docs/source/en/trainer.md

* slightly refactor

* Update docs/source/en/trainer.md

Co-authored-by: Matthew Douglas <38992547+matthewdouglas@users.noreply.github.com>

* Update src/transformers/training_args.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* fix args parsing and add tests

* remove warning for regex

* fix type hint

* add note about extra args

* make `is_regex` return optional

---------

Co-authored-by: Maxime <maximegmd @users.noreply.github.com>
Co-authored-by: Wing Lian <winglian @users.noreply.github.com>
Co-authored-by: Zach Mueller <muellerzr@gmail.com>
Co-authored-by: hiyouga <hiyouga@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Matthew Douglas <38992547+matthewdouglas@users.noreply.github.com>
2024-03-19 11:40:23 +01:00
..
__init__.py [Test refactor 1/5] Per-folder tests reorganization (#15725) 2022-02-23 15:46:28 -05:00
test_data_collator.py handle numpy inputs in whole word mask data collator (#22032) 2023-03-10 10:50:29 -05:00
test_trainer.py FEAT / Optim: Add GaLore optimizer (#29588) 2024-03-19 11:40:23 +01:00
test_trainer_callback.py Apply ruff flake8-comprehensions (#21694) 2023-02-22 09:14:54 +01:00
test_trainer_distributed.py 🚨 Fully revert atomic checkpointing 🚨 (#29370) 2024-03-04 06:17:42 -05:00
test_trainer_seq2seq.py Trainer: fail early in the presence of an unsavable `generation_config` (#29675) 2024-03-15 12:59:10 +00:00
test_trainer_tpu.py [Test refactor 1/5] Per-folder tests reorganization (#15725) 2022-02-23 15:46:28 -05:00
test_trainer_utils.py Apply ruff flake8-comprehensions (#21694) 2023-02-22 09:14:54 +01:00