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122 Commits

Author SHA1 Message Date
Zachary Mueller
b191d7db44
Update all no_trainer with skip_first_batches (#23664) 2023-05-22 14:49:31 -04:00
Boda Sadallah
a7920065f2
fix bug in group_texts function, that was inserting short batches (#23429) 
* fix bug in group_texts function, that was inserting short batches

* fully exclude short batches and return empty dict instead

* fix style
 2023-05-18 14:22:30 -04:00
Sylvain Gugger
a0c0a78233
v4.30.0.dev0 2023-05-09 14:59:38 -04:00
Sylvain Gugger
888c4a2ae0
v4.29.0.dev0 2023-04-12 20:04:29 -04:00
Wang, Yi
4ccaf268fb
add low_cpu_mem_usage option in run_clm.py example which will benefit… (#22288) 
* add low_cpu_mem_usage option in run_clm.py example which will benefit LLM loading

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* update all the example and README under language-modeling

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

---------

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
 2023-03-22 10:42:39 +00:00
Sylvain Gugger
ebdb185bef
v4.28.0.dev0 2023-03-14 13:49:10 -04:00
Sylvain Gugger
b19d64d852
Respect documentation on passive log level (#21700) 
* Respect documentation on passive log level

* Fix test and set log level in examples

* Add doc
 2023-02-22 09:39:18 +01:00
Aaron Gokaslan
5e8c8eb5ba
Apply ruff flake8-comprehensions (#21694) 2023-02-22 09:14:54 +01:00
Sylvain Gugger
6f79d26442
Update quality tooling for formatting (#21480) 
* Result of black 23.1

* Update target to Python 3.7

* Switch flake8 to ruff

* Configure isort

* Configure isort

* Apply isort with line limit

* Put the right black version

* adapt black in check copies

* Fix copies
 2023-02-06 18:10:56 -05:00
Stas Bekman
3b9a1dc132
[examples] improve block_size warning message (#21463) 2023-02-06 08:36:12 -08:00
Quentin Lhoest
074d6b75fd
Simplify column_names in run_clm/mlm (#21382) 
* simplify column_names in run_clm

* simplify column_names in run_mlm

* minor
 2023-01-31 15:23:47 +01:00
Stas Bekman
98d88b23f5
[run_(clm|mlm).py examples] add streaming dataset support (#21343) 
* [run_clm example] add streaming dataset support

* unrefactor kwargs

* fix

* fix

* require datasets>=2.0.0

* port to mlm
 2023-01-30 14:01:35 -08:00
Sylvain Gugger
7119bb052a
v4.27.0.dev0 2023-01-23 16:52:35 -05:00
Mostafa Elhoushi
5603f78fc4
Add scikit-learn dependency to train langage-modeling (#21229) 2023-01-23 09:54:45 -05:00
Sylvain Gugger
05e72aa0c4
Adapt repository creation to latest hf_hub (#21158) 
* Adapt repository creation to latest hf_hub

* Update all examples

* Fix other tests, add Flax examples

* Address review comments
 2023-01-18 11:14:00 -05:00
Wang, Yi
9c9fe89f84
[run_clm example] add torch_dtype option for model load. (#20971) 
* [run_clm example] add torch_dtype option for model load.
for BLOOM 175B model. peak memory will reduce about 350G for inference. the weight of BLOOM in model hub is bfloat16

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* add other type in option

* fix style

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
 2023-01-03 09:33:11 -05:00
Sylvain Gugger
60d1f31bb0
v4.26.0.dev0 2022-12-01 16:19:33 -05:00
Jiahao Li
9681f052a1
Fix result saving errors of pytorch examples (#20276) 2022-11-16 09:51:04 -05:00
Zachary Mueller
822ae69c1b
Update reqs to include min gather_for_metrics Accelerate version (#20242) 
* Update reqs to include min gather_for_metrics Accelerate version

* Other reqs
 2022-11-15 13:28:00 -05:00
Muhammad Sakib Khan Inan
777b1bfe62
New logging support to "Trainer" Class (ClearML Logger) (#20184) 
* Init Update

* ClearML Callbacks integration

* update corrections

* args reporting updated

* {'tensorboard': False, 'pytorch': False}

* ClearML Tests added

* add clearml

* output_uri=True in Task.init

* reformatted integrations.py

* reformatted and fixed

* IF-ELSE statement issue on "has_clearml" resolved

* Add clearml in main callback docs

* Add additional clearml documentation

* Update src/transformers/integrations.py

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

* Accept suggestion

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

* Accept suggestion

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

* Small change in comments

* Make style clearml

* Accept suggestion

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

Co-authored-by: Victor Sonck <victor.sonck@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
 2022-11-15 10:08:59 -05:00
Sylvain Gugger
06886d5a68
Only resize embeddings when necessary (#20043) 
* Only resize embeddings when necessary

* Add comment
 2022-11-03 12:05:04 -04:00
Sylvain Gugger
c3a93d8d82
v4.25.0.dev0 2022-10-31 21:48:40 -04:00
Lysandre
10100979ed Dev version 2022-10-10 17:25:40 -04:00
Santiago Castro
06f341de4f
Add a missing space in a script arg documentation (#19113) 2022-09-20 21:43:32 +02:00
Lysandre
16913b3c92 Dev version 2022-09-14 14:58:20 -04:00
Rahul A R
00fc9217d1
Fixed bug which caused overwrite_cache to always be True (#19000) 
* fixed bug which caused overwrite_cache to always be True (#18967).

* reformatting changes
 2022-09-13 11:29:48 -04:00
Nicholas Broad
4f299b2446
Accelerator end training (#18910) 
* add accelerator.end_training()

Some trackers need this to end their runs.

* fixup and quality

* add space

* add space again ?!?
 2022-09-07 07:46:26 -04:00
Sylvain Gugger
c61f116b63
Tie weights after preparing the model in run_clm (#18855) 2022-09-01 12:06:56 -04:00
Rahul A R
e9442440fc
streamlining 'checkpointing_steps' parsing (#18755) 2022-08-25 11:00:38 -04:00
Atharva Ingle
d90a36d192
remove check for main process for trackers initialization (#18706) 2022-08-22 11:16:27 -04:00
Atharva Ingle
e54a1b49aa
model.tie_weights() should be applied after accelerator.prepare() (#18676) 
* `model.tie_weights()` should be applied after `accelerator.prepare`

Weight tying should be done after the model has been moved to XLA device as mentioned on PyTorch/XLA Troubleshooting guide [here](https://github.com/pytorch/xla/blob/master/TROUBLESHOOTING.md#xla-tensor-quirks)

* format code
 2022-08-18 13:46:57 -04:00
Zachary Mueller
358fc18613
Add evaluate to examples requirements (#18666) 2022-08-18 10:57:39 -04:00
zhoutang776
25e651a2de
Update run_translation_no_trainer.py (#18637) 
* Update run_translation_no_trainer.py

found an error in selecting `no_decay` parameters and some small modifications when the user continues to train from a checkpoint

* fixs `no_decay` and `resume_step` issue

1. change `no_decay` list
2. if use continue to train their model from provided checkpoint, the `resume_step` will not be initialized properly if `args.gradient_accumulation_steps != 1`
 2022-08-16 13:25:57 -04:00
Rasmus Arpe Fogh Jensen
a765b68aa6
Update no_trainer.py scripts to include accelerate gradient accumulation wrapper (#18473) 
* Added accelerate gradient accumulation wrapper to run_image_classification_no_trainer.py example script

* make fixup changes

* PR comments

* changed input to Acceletor based on PR comment, ran make fixup

* Added comment explaining the sync_gradients statement

* Fixed lr scheduler max steps

* Changed run_clm_no_trainer.py script to use accelerate gradient accum wrapper

* Fixed all scripts except wav2vec2 pretraining to use accelerate gradient accum wrapper

* Added accelerate gradient accum wrapper for wav2vec2_pretraining_no_trainer.py script

* make fixup and lr_scheduler step inserted back into run_qa_beam_search_no_trainer.py

* removed changes to run_wav2vec2_pretraining_no_trainer.py script and fixed using wrong constant in qa_beam_search_no_trainer.py script
 2022-08-08 15:52:47 -04:00
Julien Chaumond
9129fd0377
transformers-cli login => huggingface-cli login (#18490) 
* zero chance anyone's using that constant no?

* `transformers-cli login` => `huggingface-cli login`

* `transformers-cli repo create` => `huggingface-cli repo create`

* `make style`
 2022-08-06 09:42:55 +02:00
Ritik Nandwal
3db4378bd7
Update no trainer scripts for language modeling and image classification examples (#18443) 
* Update no_trainer script for image-classification

* Update no_trainer scripts for language-modeling examples

* Remove unused variable

* Removing truncation from losses array for language modeling examples
 2022-08-03 08:33:18 -04:00
Sylvain Gugger
941d233153
Fix ROUGE add example check and update README (#18398) 
* Fix ROUGE add example check and update README

* Stay consistent in values
 2022-08-01 11:14:49 -04:00
atturaioe
1f84399171
Migrate metric to Evaluate in Pytorch examples (#18369) 
* Migrate metric to Evaluate in pytorch examples

* Remove unused imports
 2022-08-01 07:40:25 -04:00
Lysandre
c89a592e87 Dev version 2022-07-27 17:13:57 +02:00
Zachary Mueller
75259b44bf
Properly calculate the total train iterations and recalculate num epochs in no_trainer scripts (#17856) 2022-06-23 15:46:01 -04:00
Sylvain Gugger
7c6ec195ad v4.21.0.dev0 2022-06-16 12:20:53 -04:00
Sylvain Gugger
3cab90279f
Add examples telemetry (#17552) 
* Add examples telemetry

* Alternative approach

* Add to all other examples

* Add to templates as well

* Put framework separately

* Same for TensorFlow
 2022-06-07 11:57:52 -04:00
Sourab Mangrulkar
d156898f3b
Improve notrainer examples (#17449) 
* improve no-trainer examples

* Trigger CI

* adding comment to clarify tracker init on main process

* Trigger CI

* Trigger CI

* Trigger CI
 2022-05-28 00:06:31 +05:30
Sylvain Gugger
afe5d42d8d
Black preview (#17217) 
* Black preview

* Fixup too!

* Fix check copies

* Use the same version as the CI

* Bump black
 2022-05-12 16:25:55 -04:00
Lysandre Debut
5294fa12ee Dev version 2022-05-12 11:04:23 -04:00
Zachary Mueller
f275e593bf
Fix no_trainer examples to properly calculate the number of samples (#17046) 
* Update all examples to properly calculate progress bar
 2022-05-02 11:56:25 -04:00
Zachary Mueller
35d48db881
Update no_trainer examples to use new logger (#17044) 
* Propagate and fix imports
 2022-05-02 11:56:15 -04:00
Zachary Mueller
60e1d883f1
Fixup no_trainer save logic (#16968) 
* Fixup all examples
 2022-04-27 14:46:49 -04:00
Sylvain Gugger
c79bbc3ba5
Fix multiple deletions of the same files in save_pretrained (#16947) 
* Fix multiple deletions of the same files in save_pretrained

* Add is_main_process argument
 2022-04-27 12:28:42 -04:00
Zachary Mueller
be752d12f8
Fixup no_trainer examples scripts and add more tests (#16765) 
* Change tracking to store_true

* Remove step param and use it in the log dictionary directly

* use vars(args) when passing args to init_trackers

* Include tracking tests since tensorboard is already a dep
 2022-04-13 14:40:48 -04:00