Commit Graph

2205 Commits

Author SHA1 Message Date
Duong A. Nguyen
4bea6584e3
Remove use_auth_token from the from_config method (#18192)
* remove use_auth_token from from_config

* restore use_auth_token from_pretrained run_t5_mlm_flax
2022-07-19 08:13:20 +02:00
John Giorgi
a4f97e6ce0
Fix incorrect type hint for lang (#18161) 2022-07-18 09:53:18 +02:00
John Giorgi
c46d39f390
Fix check for falsey inputs in run_summarization (#18155) 2022-07-18 09:50:32 +02:00
John Giorgi
fde22c75a1
Add summarization name mapping for MultiNews (#18117)
* Add summarization name mapping for MultiNews

* Add summarization name mapping for MultiNews
2022-07-13 08:19:20 -04:00
Duong A. Nguyen
1e8140caad
Fix RESOURCE_EXHAUSTED error when dealing with large datasets in Flax example scripts (#18069)
* Fix RESOURCE_EXHAUSTED error for large datasets on Flax example scripts

* using np.permutation for creating batch_idx

* train_samples_idx -> training_samples_idx

* fix type hints
2022-07-11 15:59:08 +02:00
Yulv-git
95113d1365
Fix some typos. (#17560)
* Fix some typos.

Signed-off-by: Yulv-git <yulvchi@qq.com>

* Fix typo.

Signed-off-by: Yulv-git <yulvchi@qq.com>

* make fixup.
2022-07-11 05:00:13 -04:00
ADAning
bf37e5c7f6
Fix T5 incorrect weight decay in Trainer and official summarization example (#18002)
* Add ALL_LAYERNORM_LAYERS for LayerNorm

* fix bug of appending layer norm
2022-07-06 09:44:19 -04:00
Zachary Mueller
7c4c6f6084
Fix all is_torch_tpu_available issues (#17936)
* Fix all is_torch_tpu_available
2022-06-29 11:03:33 -04:00
Sylvain Gugger
5f1e67a566 Pin PyTorch in requirements as well 2022-06-28 15:56:10 -04:00
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
Zachary Mueller
acb709d551
Change no trainer image_classification test (#17635)
* Adjust test arguments and use a new example test
2022-06-23 11:11:16 -04:00
dependabot[bot]
c366ce1011
Bump numpy from 1.21.0 to 1.22.0 in /examples/research_projects/lxmert (#17817)
Bumps [numpy](https://github.com/numpy/numpy) from 1.21.0 to 1.22.0.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst)
- [Commits](https://github.com/numpy/numpy/compare/v1.21.0...v1.22.0)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-06-22 09:29:40 -04:00
dependabot[bot]
af0d21e741
Bump numpy in /examples/research_projects/visual_bert (#17816)
Bumps [numpy](https://github.com/numpy/numpy) from 1.21.0 to 1.22.0.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst)
- [Commits](https://github.com/numpy/numpy/compare/v1.21.0...v1.22.0)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
...

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2022-06-22 09:29:28 -04:00
Eran Hirsch
1357038164
Add logits_processor parameter, used by generate, to Seq2SeqTrainer methods evaluate and predict (#17805)
* Add logits_processor parameter, used by `generate`, to `Seq2SeqTrainer` methods `evaluate` and `predict`

* Add all generate parameters to `Seq2SeqTrainer`, and also to `QuestionAnsweringSeq2SeqTrainer` which overrides it

* Remove `self._num_beams` from trainer classes

* - Run fixup
- Fix "Constraint" not exposed
- Fix synced_gpus to actually read from param

* Use kwargs

* Copy kwargs before making changes to it

* Fix style issues unused imports
2022-06-22 08:11:39 -04:00
Jia LI
da2bd2ae96
[CodeParrot] Near-deduplication with jaccard similarity (#17054)
* deduplication draft

* update style

* update style test

* dummy test main

* rename modules

* rename functions

* return extremes in deduplicate_clusters

* update style

* cast str for gzip

* update doc string

* time processing

* use dataset map to compute minhash

* fill value for short token

* remove da map method

* update style

* use share object to multiprocess

* update style

* use f-string and minor fix

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Loubna Ben Allal <44069155+loubnabnl@users.noreply.github.com>

* update style

* use module parameters

* change ds_dedup to ds_filter

* save ds_dedup

* mv test to script tests

* make jaccard threshold a parameter of deduplicate_dataset

* update style

* add doc strings

* update style

* add doc string for DuplicationIndex

* save files into data dir

* update readme

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Loubna Ben Allal <44069155+loubnabnl@users.noreply.github.com>

* make near deduplication optional

* move near deduplication in README

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* use f string

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Loubna Ben Allal <44069155+loubnabnl@users.noreply.github.com>
2022-06-21 14:23:36 +02:00
dependabot[bot]
e44a569fef
Bump notebook in /examples/research_projects/lxmert (#17743)
Bumps [notebook](http://jupyter.org) from 6.4.10 to 6.4.12.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

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2022-06-17 12:10:33 -04:00
dependabot[bot]
5089a2d412
Bump notebook in /examples/research_projects/visual_bert (#17742)
Bumps [notebook](http://jupyter.org) from 6.4.10 to 6.4.12.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

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2022-06-17 12:10:17 -04:00
Sylvain Gugger
7c6ec195ad v4.21.0.dev0 2022-06-16 12:20:53 -04:00
Jeff Rasley
6ebeeeef81
Update requirements.txt (#17719) 2022-06-15 13:51:41 -04:00
Shamane Siri
9068fa6c57
Rag end2end new (#17650)
* check

* update the RAG-end2end with new PL and RAY

* removed unwanted comments
2022-06-14 14:56:32 +02:00
Loubna Ben Allal
3114df41f4
update README.md (#17657)
- use CodeParrot scores of v1.1
- change evaluation command to use accelerate
2022-06-10 15:55:24 +02:00
Simon Brandeis
c99ddcc441
🐛 Properly raise RepoNotFoundError when not authenticated (#17651)
* Raise RepoNotFoundError in case of 401

* Include changes from revert-17646-skip_repo_not_found

* Add a comment

* 💄 Code quality

* 💚 Update `get_from_cache` test

* 💚 Code quality & skip failing test
2022-06-10 15:41:53 +02:00
dependabot[bot]
1d463303fe
Bump cookiecutter in /examples/research_projects/decision_transformer (#17645)
Bumps [cookiecutter](https://github.com/cookiecutter/cookiecutter) from 1.7.2 to 2.1.1.
- [Release notes](https://github.com/cookiecutter/cookiecutter/releases)
- [Changelog](https://github.com/cookiecutter/cookiecutter/blob/master/HISTORY.md)
- [Commits](https://github.com/cookiecutter/cookiecutter/compare/1.7.2...2.1.1)

---
updated-dependencies:
- dependency-name: cookiecutter
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-06-10 04:27:51 -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
bhuang
254d9c068e
Update run_glue_no_trainer.py (#17546) 2022-06-03 12:29:37 -04:00
Zachary Mueller
3766df4fe1
Fix flakey no-trainer test (#17515) 2022-06-01 13:40:49 -04:00
fireindark707
028d4b7c8b
Deal with the error when task is regression (#16330) 2022-06-01 11:15:53 -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
Patrick von Platen
a9eca74372
Wav2vec2 finetuning shared file system (#17423)
* fix_torch_device_generate_test

* remove @

* [Fix shared file system]

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
2022-05-25 22:04:43 +02:00
dependabot[bot]
1ef9a1ed4a
Bump tensorflow in /examples/research_projects/decision_transformer (#17400)
Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.0 to 2.8.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.0...v2.8.1)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-05-24 19:36:55 -04:00
NielsRogge
31ee80d556
Add LayoutLMv3 (#17060)
* Make forward pass work

* More improvements

* Remove unused imports

* Remove timm dependency

* Improve loss calculation of token classifier

* Fix most tests

* Add docs

* Add model integration test

* Make all tests pass

* Add LayoutLMv3FeatureExtractor

* Improve integration test + make fixup

* Add example script

* Fix style

* Add LayoutLMv3Processor

* Fix style

* Add option to add visual labels

* Make more tokenizer tests pass

* Fix more tests

* Make more tests pass

* Fix bug and improve docs

* Fix import of processors

* Improve docstrings

* Fix toctree and improve docs

* Fix auto tokenizer

* Move tests to model folder

* Move tests to model folder

* change default behavior add_prefix_space

* add prefix space for fast

* add_prefix_spcae set to True for Fast

* no space before `unique_no_split` token

* add test to hightligh special treatment of added tokens

* fix `test_batch_encode_dynamic_overflowing` by building a long enough example

* fix `test_full_tokenizer` with add_prefix_token

* Fix tokenizer integration test

* Make the code more readable

* Add tests for LayoutLMv3Processor

* Fix style

* Add model to README and update init

* Apply suggestions from code review

* Replace asserts by value errors

* Add suggestion by @ducviet00

* Add model to doc tests

* Simplify script

* Improve README

* a step ahead to fix

* Update pair_input_test

* Make all tokenizer tests pass - phew

* Make style

* Add LayoutLMv3 to CI job

* Fix auto mapping

* Fix CI job name

* Make all processor tests pass

* Make tests of LayoutLMv2 and LayoutXLM consistent

* Add copied from statements to fast tokenizer

* Add copied from statements to slow tokenizer

* Remove add_visual_labels attribute

* Fix tests

* Add link to notebooks

* Improve docs of LayoutLMv3Processor

* Fix reference to section

Co-authored-by: SaulLu <lucilesaul.com@gmail.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-05-24 09:53:45 +02:00
Loubna Ben Allal
b48ac1a094
Fix CodeParrot training script (#17291)
* average loss over batches and accumulated steps for tracking

* fix layernorm weight decay

* use AdamW from Pytorch instead of Transformers

* add shuffling of sequences inside the batches

* add shuffling of sequences inside the batches

* add logging dir and reformat code

* fix lr tracking

* remove Mistral scaling

* keep Mistral scaling

* reformat code

* fix error

* fix error

* use shuffling function from Pytorch

* remove argument for shuffling batch sequences as it isn't optional

* update package versions and install accelerate from source

* remove unused package

* Update loss average over accumulated steps

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update loss average over accumulated steps

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* use one shuffle buffer argument

* compute avg_loss in one line

Co-authored-by: Loubna ben allal <loubnabenallal@gmail.com>
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
2022-05-23 12:55:35 +02:00
ddobokki
48c22691e3
Fix bug in Wav2Vec2 pretrain example (#17326) 2022-05-19 22:42:44 +02:00
Zachary Mueller
1762ded30a
Fix metric calculation in examples and setup tests to run on multi-gpu for no_trainer scripts (#17331)
* Fix length in no_trainer examples

* Add setup and teardown

* Use new accelerator config generator to automatically make tests able to run based on environment
2022-05-18 14:17:40 -04:00
Sylvain Gugger
4710702837 Fix style 2022-05-18 10:46:40 -04:00
mraunak
5fdb54ece7
Add Information Gain Filtration algorithm (#16953)
* Add information gain filtration algorithm

* Complying with black requirements

* Added author

* Fixed import order

* flake8 corrections

Co-authored-by: Javier Turek <javier.turek@intel.com>
2022-05-18 10:39:02 -04:00
regisss
28a0811652
Improve mismatched sizes management when loading a pretrained model (#17257)
- Add --ignore_mismatched_sizes argument to classification examples

- Expand the error message when loading a model whose head dimensions are different from expected dimensions
2022-05-17 17:58:14 +02:00
Loubna Ben Allal
05a90579a8
CodeParrot data pretokenization (#16932)
* add pretokenization arguments

* add pretokenization script

* add support for pretokenized data

* reformat code

* fix run command for training

* fix model call from config

* remove a package

* add comments on pretokenization in the readme

* remove explicit parallelization

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* update readme

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* update readme -remove username

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* update readme -remove username

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* keep data parallelization

* reformat code

* reformat code

* update readme

* reformat code

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Loubna ben allal <loubnabenallal@gmail.com>
2022-05-16 15:32:16 +02:00
Loubna Ben Allal
e730e12567
Update codeparrot data preprocessing (#16944)
* add new preprocessing arguments

* add new filters

* add new filters to readme

* fix config and test count, update function names and docstrings

* reformat code

* update readme

* Update readme

* rename config_test filter

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* rename few_assignments filter

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* rename tokenizer in arguments

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* rename functions and add limit_line argument for config_test filter

* update threshold for config_test filter

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Loubna ben allal <loubnabenallal@gmail.com>
2022-05-16 14:43:25 +02:00
Kenneth Enevoldsen
71d18d0831
fixed bug in run_mlm_flax_stream.py (#17203)
* fixed bug run_mlm_flax_stream.py

Fixed bug caused by an update to tokenizer keys introduced in recent transformers versions (between `4.6.2` and `4.18.0`) where additional keys were introduced to the tokenizer output.

* Update run_mlm_flax_stream.py

* adding missing paranthesis

* formatted to black

* remove cols from dataset instead

* reformat to black

* moved rem. columns to map

* formatted to black

Co-authored-by: KennethEnevoldsen <kennethcenevolsen@gmail.com>
2022-05-16 13:40:27 +02:00
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
d719bcd46a
Fix all docs for accelerate install directions (#17145) 2022-05-09 15:45:18 -04:00
Zachary Mueller
ef20390291
Update to build via git for accelerate (#17084) 2022-05-04 09:42:36 -04:00
dependabot[bot]
2bf95e2b09
Bump notebook from 6.4.1 to 6.4.10 in /examples/research_projects/lxmert (#16634)
Bumps [notebook](http://jupyter.org) from 6.4.1 to 6.4.10.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-05-04 08:27:40 -04:00
dependabot[bot]
7a229ef446
Bump notebook in /examples/research_projects/visual_bert (#16635)
Bumps [notebook](http://jupyter.org) from 6.4.1 to 6.4.10.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-05-04 08:27:27 -04:00
Thomas Wang
db034660fb
Fix hashing for deduplication (#17048) 2022-05-04 08:40:24 +02:00
Pavel Belevich
39f8eafc1b
Remove device parameter from create_extended_attention_mask_for_decoder (#16894) 2022-05-03 11:06:11 -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
yujun
bdd690a74d
add torch.no_grad when in eval mode (#17020)
* add torch.no_grad when in eval mode

* make style quality
2022-05-02 07:49:19 -04:00
Zachary Mueller
3486a92a57
Fix savedir for by epoch (#16996) 2022-04-28 13:49:45 -04:00
conan1024hao
1be8d56ec6
Add parameter --config_overrides for run_mlm_wwm.py (#16961)
* dd parameter --config_overrides for run_mlm_wwm.py

* linter
2022-04-28 10:44:55 -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
Leonid Boytsov
c82e017aa9
Misc. fixes for Pytorch QA examples: (#16958)
1. Fixes evaluation errors popping up when you train/eval on squad v2 (one was newly encountered and one that was previously reported Running SQuAD 1.0 sample command raises IndexError #15401 but not completely fixed).
2. Removes boolean arguments that don't use store_true. Please, don't use these: *ANY non-empty string is being converted to True in this case and this clearly is not the desired behavior (and it creates a LOT of confusion).
3. All no-trainer test scripts are now saving metric values in the same way (with the right prefix eval_), which is consistent with the trainer-based versions.
4. Adds forgotten model.eval() in the no-trainer versions. This improved some results, but not everything (see the discussion in the end). Please, see the F1 scores and the discussion below.
2022-04-27 08:51:39 -04:00
NielsRogge
479fdc4925
Add semantic script, trainer (#16834)
* Add first draft

* Improve script and README

* Improve README

* Apply suggestions from code review

* Improve script, add link to resulting model

* Add corresponding test

* Adjust learning rate
2022-04-27 10:12:18 +02:00
Anton Lozhkov
a4a88fa09f
[Research] Speed up evaluation for XTREME-S (#16785)
* Avoid repeated per-lang filtering

* Language groups and logits preprocessing

* Style
2022-04-27 08:34:21 +02:00
code-review-doctor
6568752039
Fix issue probably-meant-fstring found at https://codereview.doctor (#16913) 2022-04-25 15:15:00 -04:00
Sanchit Gandhi
fea94d6790
Replace deprecated logger.warn with warning (#16876) 2022-04-25 15:12:51 -04:00
Loubna Ben Allal
d91841315a
New features for CodeParrot training script (#16851)
* add tflops logging and fix grad accumulation

* add accelerate tracking and checkpointing

* scale loss of last batch correctly

* fix typo

* compress loss computation

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* add resume from checkpoint argument

* add load_state accelerate from checkpoint, register lr scheduler and add tflops function

* reformat code

* reformat code

* add condition on path for resume checkpoint

* combine if conditions

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* add source for tflops formula

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
2022-04-21 18:43:46 +02:00
Zachary Mueller
705d65368f
Fix multiproc metrics in no_trainer examples (#16865) 2022-04-20 17:26:27 -04:00
Jeevesh Juneja
b5c6a63ed9
Correct Logging of Eval metric to Tensorboard (#16825)
* Correct Logging of Eval metric to Tensorboard

An empty dictionary ``eval_metrics`` was being logged, is replaced by ``eval_metric`` which is the output dictionary of ``metric.compute()``.

* Remove unused variable
2022-04-19 17:27:54 +02:00
NielsRogge
b96e82c80a
Add image classification script, no trainer (#16727)
* Add first draft

* Improve README and run fixup

* Make script aligned with other scripts, improve README

* Improve script and add test

* Remove print statement

* Apply suggestions from code review

* Add num_labels to make test pass

* Improve README
2022-04-19 16:32:08 +02:00
Wonjae Kim
b74a955325
fix rum_clm.py seeking text column name twice (#16624) 2022-04-19 14:38:25 +01:00
Suraj Patil
d3bd9ac728
[Flax] improve large model init and loading (#16148)
* begin do_init

* add params_shape_tree

* raise error if params are accessed when do_init is False

* don't allow do_init=False when keys are missing

* make shape tree a property

* assign self._params at the end

* add test for do_init

* add do_init arg to all flax models

* fix param setting

* disbale do_init for composite models

* update test

* add do_init in FlaxBigBirdForMultipleChoice

* better names and errors

* improve test

* style

* add a warning when do_init=False

* remove extra if

* set params after _required_params

* add test for from_pretrained

* do_init => _do_init

* chage warning to info

* fix typo

* add params in init_weights

* add params to gpt neo init

* add params to init_weights

* update do_init test

* Trigger CI

* Apply suggestions from code review

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

* update template

* trigger CI

* style

* style

* fix template

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-04-19 14:19:55 +02:00
NielsRogge
7db7aab439
Add semantic script no trainer, v2 (#16788)
* Add first draft from previous PR

* First draft

* Improve README and remove num_labels

* Make script more aligned with other scripts

* Improve README and apply suggestion from code review
2022-04-19 09:07:29 +02:00
NielsRogge
78f346c2b5
Update README.md (#16797) 2022-04-15 14:10:16 +02:00
NielsRogge
048443db86
Improve image classification example (#16585)
* Improve README

* Make dataset_name argument optional

* Improve local data

* Fix bug

* Improve README some more

* Apply suggestions from code review

* Improve README

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-04-14 18:10:52 +02:00
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
Tu Vu
34ef029dc0
Add self training code for text classification (#16738)
* Add self-training code for text-classification

* Add self-training code for text-classification

* Add self-training code for text-classification

* Add self-training code for text-classification

* Add self-training code for text-classification

* Delete strata
2022-04-13 12:03:24 -04:00
Shang Zhang
14daa6102a
Qdqbert example add benchmark script with ORT-TRT (#16592)
* add ort-trt benchmark script

* Update README.md

* ort version can be newer

* formatting

* specify ORT version
2022-04-12 11:13:59 -04:00
Heerak Son
db3edd050b
Update run_translation_no_trainer.py (#16652)
args.model_name_or_path -> args.config_name
fix it
2022-04-12 08:55:12 -04:00
Zachary Mueller
69233cf03b
Fix example logs repeating themselves (#16669)
Move declaration of log streams to before tests, so that results won't get compounded on top of each other
2022-04-11 16:25:16 -04:00
Zachary Mueller
d4b3e359aa
Don't push checkpoints to hub in no_trainer scripts (#16703)
Adds checkpoint prefixes to the gitignore if `push_to_hub` is used along with `checkpointint_steps`
2022-04-11 12:42:45 -04:00
Ahmed Elnaggar
5e68675755
Fix t5 shard on TPU Pods (#16527)
* Fix t5 shard on TPU Pods

The current script doesn't work properly on a TPU pod because the global batch is not divided correctly per host.
This pull request fixes this issue by dividing the global batch to each host before it is shared on each host.

* fix style

Co-authored-by: ahmed-elnaggar <ahmed.elnaggar@allianz.com>
2022-04-11 16:45:20 +02:00
Jia LI
4868a830db
Jia multi gpu eval (#16428)
* add simple multi gpu complet

* add human_eval_multi_gpu

* use copy strategy to distribute across gpu, to avoid padding

* add doc string

* update code style

* use task id to arrange output

* truncate input to avoid zero pad

* Stop the copy mechanism

* update style

* restore copies to scale better in distributed mode

* update style

* replace human eval

* Apply suggestions from code review

1. Tokenize all input at the same time
2. use attention_mask to get the input length
3. other small fixes

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* correct typo and update docstring

* update code style

* remove num sample division constraint

* remove max len calculation

* use accelerator.gather once to speed up

* use accelerate set_seed; update accelerate version

* correct gather bug

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
2022-04-11 11:24:32 +02:00
Zachary Mueller
d57da99237
Add tests for no_trainer and fix existing examples (#16656)
* Fixed some bugs involving saving during epochs
* Added tests mimicking the existing examples tests
* Added in json exporting to all `no_trainer` examples for consistency
2022-04-08 10:03:56 -04:00
NielsRogge
4ef0abb738
Add TAPEX (#16473)
* Add TapexTokenizer

* Improve docstrings and provide option to provide answer

* Remove option for pretokenized inputs

* Add TAPEX to README

* Fix copies

* Remove option for pretokenized inputs

* Initial commit: add tapex fine-tuning examples on both table-based question answering and table-based fact verification.

* - Draft a README file for running the script and introducing some background.
- Remove unused code lines in tabfact script.
- Disable the deafult `pad_to_max_length` option which is memory-consuming.

* * Support `as_target_tokenizer` function for TapexTokenizer.
* Fix the do_lower_case behaviour of TapexTokenizer.
* Add unit tests for target scenarios and cased/uncased scenarios for both source and target.

* * Replace the label BartTokenizer with TapexTokenizer's as_target_tokenizer function.
* Fix typos in tapex example README.

* * fix the evaluation script - remove the property `task_name`

* * Make the label space more clear for tabfact tasks

* * Using a new fine-tuning script for tapex-base on tabfact.

* * Remove the lowercase code outside the tokenizer - we use the tokenizer to control whether do_lower_case
* Guarantee the hyper-parameter can be run without out-of-memory on 16GB card and report the new reproduced number on wikisql

* * Remove the default tokenizer_name option.
* Provide evaluation command.

* * Support for WikiTableQuestion dataset.

* Fix a typo in README.

* * Fix the datasets's key name in WikiTableQuestions

* Run make fixup and move test to folder

* Fix quality

* Apply suggestions from code review

* Apply suggestions from code review

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

* Apply suggestions from code review

* Apply suggestions from code review

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

* Apply some more suggestions from code review

* Improve docstrings

* Overwrite failing test

* Improve comment in example scripts

* Fix rebase

* Add TAPEX to Auto mapping

* Add TAPEX to auto config mappings

* Put TAPEX higher than BART in auto mapping

* Add TAPEX to doc tests

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
Co-authored-by: SivilTaram <qianlxc@outlook.com>
Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-04-08 10:57:51 +02:00
Zachary Mueller
febe42b5da
Update no_trainer scripts with new Accelerate functionalities (#16617)
Adds logging and save/loading to the Accelerate scripts

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-04-06 15:29:32 -04:00
Lysandre Debut
a180efe7fd Dev version 2022-04-06 11:08:12 -04:00
Karim Foda
24a85cca61
Add use_auth to load_datasets for private datasets to PT and TF examples (#16521)
* fix formatting and remove use_auth

* Add use_auth_token to Flax examples
2022-04-04 10:27:45 -04:00
Cathy
bfeff6cc6a
Fixed a typo in legacy seq2seq_trainer.py (#16531) 2022-04-01 09:17:31 +02:00
Anton Lozhkov
5807054bd3
[research] link to the XTREME-S paper (#16519)
* [research] link to the XTREME-S paper

* Update examples/research_projects/xtreme-s/README.md

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2022-03-31 23:26:50 +04:00
Bhadresh Savani
05b4c32908
fixed a typo (#16508) 2022-03-31 07:49:02 -04:00
Stas Bekman
a73281e3e4
[examples] max samples can't be bigger than the len of dataset (#16501)
* [examples] max samples can't be bigger than then len of dataset

* do tf and flax
2022-03-30 12:33:16 -07:00
Sylvain Gugger
b62ac4d240
Fix example test and test_fetcher for examples (#16478) 2022-03-29 12:21:19 -04:00
Eldar Kurtic
5216607f8a
[MNLI example] Prevent overwriting matched with mismatched metrics (#16475)
* Prevent overwriting matched with mismatched metrics

* Fix style
2022-03-29 10:38:14 -04:00
Yongrae Jo
8049dfa427
Update run_t5_mlm_flax.py (#16421)
Fix typo in comment: proprocessed -> preprocessed
2022-03-28 06:00:53 -04:00
Shang Zhang
7ecbb9c5e4
QDQBert example update (#16395)
* update Dockerfile and utils_qa

* Update README.md
2022-03-28 05:47:52 -04:00
Sylvain Gugger
867f3950fa
Rename master to main for notebooks links and leftovers (#16397) 2022-03-25 09:12:23 -04:00
Sylvain Gugger
088c1880b7
Big file_utils cleanup (#16396)
* Big file_utils cleanup

* This one still needs to be treated separately
2022-03-25 07:25:20 -04:00
Nathan Cooper
f5e8c9bdea
Update readme with how to train offline and fix BPE command (#15897)
* Update readme with how to train offline and fix BPE command

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
2022-03-24 11:00:46 +01:00
Edward Beeching
aff9bc405a
Decision transformer gym (#15845)
* Created the Decision Transformer Modle

* updating tests, copy to other machine

* Added last hidden size to Decision Transformer modelling outputs

* Removed copy of original DT file

* made a temporary change to gpt2 to have it conform with the Decision Transformer version

* Updated tests

* Ignoring a file used to test the DT model

* added comments to config file

* added comments and argument descriptions to decision transformer file

* Updated doc

* Ran "make style"

* Remove old model imports

* Removed unused imports, cleaned up init file

* Update docs/source/model_doc/decision_transformer.mdx

added my username

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

* Reverted changes made to gpt2

* Removed datasets submodule

* Update the modeling outputs to include gpt2 attentions, hidden states and last hidden states

* Added support for return of hidden states, attentions and return dict of gpt2 model.

* Updated tests to include many of the ModelTesterMixin tests. 

The following tests are skipped: test_generate_without_input_ids, test_pruning, test_resize_embeddings, test_head_masking, test_attention_outputs, test_hidden_states_output, test_inputs_embeds, test_model_common_attributes

* Added missing line to the end of gpt2 file

* Added an integration test for the Decision Transformer

Test performs and autoregressive evaluation for two time steps

* Set done and info to _ to fix failing test

* Updated integration test to be deterministic and check expected outputs

* Apply suggestions from code review

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

* Removed unnecessary config options

* Cleaned up commented code and old comments.

* Cleaned up commented code.

* Changed DecisionTransformer to Decision Transformer

* Added Decision Transformer to the main README file

* Added copy of GTP2 called DecisionTranformerGPT2Model

* isorted imports

* isorted imports

* Added model to non-English README files

* Ran make fix-copies and corrected some cases.

* Updated index file to include Decision Transformer

* Added gpt2 model as copy inside the Decision Transformer model file

* Added the unit test file to the list of TEST_FILES_WITH_NO_COMMON_TESTS

* Deleted redundant checkpoint files (I don't know how these got committed)

* Removed testing files. (These should have never been committed)

* Removed accidentally committed files

* Moved the Decision Transformer test to its own directory

* Add type hints for Pegasus (#16324)

* Funnel type hints (#16323)

* add pt funnel type hints

* add tf funnel type hints

* Add type hints for ProphetNet PyTorch (#16272)

* [GLPN] Improve docs (#16331)

* Add link to notebook

* Add link

* Fix bug

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>

* Added type hints for Pytorch Marian calls (#16200)

* Added type hinting for forward functions in pytorch marian

* typo correction

* Removed type hints on functions from BART per Suraj Patil request

* fix import pb

* fix typo

* corrected tuple call

* ran black

* after fix-copies
Some optional tags on primitives were removed, past_key_values in MarianForCausalLM changed from Tuple of Tuple to List

* Fixing copies to roformer and pegasus

Co-authored-by: Clementine Fourrier <cfourrie@inria.fr>
Co-authored-by: matt <rocketknight1@gmail.com>

* Moved DecisionTransformOutput to modeling_decision_transformer

* Moved the example usage to research project and cleaned comments

* Made tests ignore the copy of gpt2 in Decision Transformer

* Added module output to modelling decision transformer

* removed copied gpt2 model from list of transformers models

* Updated tests and created __init__ file for new test location

* Update README.md

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

* Update src/transformers/models/decision_transformer/configuration_decision_transformer.py

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

* Removed unneeded summary type from config file

* Fixed copies

* Updated pretrained config map to refer to hopper-medium checkpoint

* done (#16340)

* Added Decision transformer to model docs

* Update src/transformers/models/decision_transformer/modeling_decision_transformer.py

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

* Update src/transformers/models/decision_transformer/modeling_decision_transformer.py

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

* Update src/transformers/models/decision_transformer/configuration_decision_transformer.py

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

* Add type annotations for Rembert/Splinter and copies (#16338)

* undo black autoformat

* minor fix to rembert forward with default

* make fix-copies, make quality

* Adding types to template model

* Removing List from the template types

* Remove `Optional` from a couple of types that don't accept `None`

Co-authored-by: matt <rocketknight1@gmail.com>

* [Bug template] Shift responsibilities for long-range (#16344)

* Fix code repetition in serialization guide (#16346)

* Adopt framework-specific blocks for content (#16342)

*  refactor code samples with framework-specific blocks

*  update training.mdx

* 🖍 apply feedback

* Updates the default branch from master to main (#16326)

* Updates the default branch from master to main

* Links from `master` to `main`

* Typo

* Update examples/flax/README.md

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

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

* Updated model with custom docstring example

* Created the Decision Transformer Modle

* updating tests, copy to other machine

* Added last hidden size to Decision Transformer modelling outputs

* Removed copy of original DT file

* made a temporary change to gpt2 to have it conform with the Decision Transformer version

* Updated tests

* Ignoring a file used to test the DT model

* added comments to config file

* added comments and argument descriptions to decision transformer file

* Updated doc

* Ran "make style"

* Remove old model imports

* Removed unused imports, cleaned up init file

* Update docs/source/model_doc/decision_transformer.mdx

added my username

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

* Reverted changes made to gpt2

* Removed datasets submodule

* Update the modeling outputs to include gpt2 attentions, hidden states and last hidden states

* Added support for return of hidden states, attentions and return dict of gpt2 model.

* Updated tests to include many of the ModelTesterMixin tests. 

The following tests are skipped: test_generate_without_input_ids, test_pruning, test_resize_embeddings, test_head_masking, test_attention_outputs, test_hidden_states_output, test_inputs_embeds, test_model_common_attributes

* Added missing line to the end of gpt2 file

* Added an integration test for the Decision Transformer

Test performs and autoregressive evaluation for two time steps

* Set done and info to _ to fix failing test

* Updated integration test to be deterministic and check expected outputs

* Apply suggestions from code review

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

* Removed unnecessary config options

* Cleaned up commented code and old comments.

* Cleaned up commented code.

* Changed DecisionTransformer to Decision Transformer

* Added Decision Transformer to the main README file

* Added copy of GTP2 called DecisionTranformerGPT2Model

* isorted imports

* isorted imports

* Added model to non-English README files

* Ran make fix-copies and corrected some cases.

* Updated index file to include Decision Transformer

* Added gpt2 model as copy inside the Decision Transformer model file

* Added the unit test file to the list of TEST_FILES_WITH_NO_COMMON_TESTS

* Deleted redundant checkpoint files (I don't know how these got committed)

* Removed testing files. (These should have never been committed)

* Removed accidentally committed files

* Moved the Decision Transformer test to its own directory

* Moved DecisionTransformOutput to modeling_decision_transformer

* Moved the example usage to research project and cleaned comments

* Made tests ignore the copy of gpt2 in Decision Transformer

* Added module output to modelling decision transformer

* removed copied gpt2 model from list of transformers models

* Updated tests and created __init__ file for new test location

* Update README.md

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

* Update src/transformers/models/decision_transformer/configuration_decision_transformer.py

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

* Removed unneeded summary type from config file

* Fixed copies

* Updated pretrained config map to refer to hopper-medium checkpoint

* Added Decision transformer to model docs

* Update src/transformers/models/decision_transformer/modeling_decision_transformer.py

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

* Update src/transformers/models/decision_transformer/modeling_decision_transformer.py

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

* Update src/transformers/models/decision_transformer/configuration_decision_transformer.py

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

* Updated model with custom docstring example

* Updated copies, config auto, and readme files.

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Dan Tegzes <48134725+Tegzes@users.noreply.github.com>
Co-authored-by: Adam Montgomerie <adam@avanssion.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Clémentine Fourrier <22726840+clefourrier@users.noreply.github.com>
Co-authored-by: Clementine Fourrier <cfourrie@inria.fr>
Co-authored-by: matt <rocketknight1@gmail.com>
Co-authored-by: Francesco Saverio Zuppichini <francesco.zuppichini@gmail.com>
Co-authored-by: Jacob Dineen <54680234+jacobdineen@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2022-03-23 16:18:43 -04:00
Sylvain Gugger
4975002df5
Reorganize file utils (#16264)
* Split file_utils in several submodules

* Fixes

* Add back more objects

* More fixes

* Who exactly decided to import that from there?

* Second suggestion to code with code review

* Revert wront move

* Fix imports

* Adapt all imports

* Adapt all imports everywhere

* Revert this import, will fix in a separate commit
2022-03-23 10:26:33 -04:00
Lysandre Debut
eca77f4719
Updates the default branch from master to main (#16326)
* Updates the default branch from master to main

* Links from `master` to `main`

* Typo

* Update examples/flax/README.md

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-03-23 03:46:59 -04:00
Anton Lozhkov
e226a24f84
[xtreme-s] Update Minds14 results (#16241)
* update results

* per-language metrics

* Format the per-language metrics
2022-03-21 19:33:59 +01:00
Suraj Patil
93d3fd8645
remove jax.ops.index (#16220) 2022-03-17 17:51:43 +01:00
Anton Lozhkov
d35e0c6247
Minor fixes to XTREME-S (#16193)
* Minor fixes

* Fix vocab union

* Update examples/research_projects/xtreme-s/README.md

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

* Update README

* unused import

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-03-16 17:23:00 +04:00
Sanchit Gandhi
ee27b3d7df
Replace all deprecated jax.ops operations with jnp's at (#16078)
* Replace all deprecated `jax.ops` operations with jnp's `at`

* np to jnp scores

* suggested changes
2022-03-16 09:08:55 +00:00
Patrick von Platen
c2dc89be62
[Xtreme-S] fix some namings (#16183) 2022-03-16 01:21:31 +01:00
Anton Lozhkov
99fd3eb4a5
Add the XTREME-S fine-tuning example (#15985)
* CTC+classification draft

* CTC+classification draft

* style

* multilingual runs

* Fix race condition during processor.from_reatrained

* Merge covost experiments

* Add README

* Quality

* Switch to .all configs

* Fix typos
2022-03-16 00:21:06 +01:00
Stas Bekman
580dd87c55
[Deepspeed] add support for bf16 mode (#14569)
* [WIP] add support for bf16 mode

* prep for bf16

* prep for bf16

* fix; zero2/bf16 is ok

* check bf16 is available

* test fixes

* enable zero3_bf16

* config files

* docs

* split stage_dtype; merge back to non-dtype-specific config file

* fix doc

* cleanup

* cleanup

* bfloat16 => bf16 to match the PR changes

* s/zero_gather_fp16_weights_on_model_save/zero_gather_16bit_weights_on_model_save/; s/save_fp16_model/save_16bit_model/

* test fixes/skipping

* move

* fix

* Update docs/source/main_classes/deepspeed.mdx

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

* backticks

* cleanup

* cleanup

* cleanup

* new version

* add note about grad accum in bf16

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-03-11 17:53:53 -08:00
Sylvain Gugger
19597998f6
Don't compute metrics in LM examples on TPU (#16029) 2022-03-10 07:44:51 -05:00
Sanchit Gandhi
6c9010ef63
Update README.md 2022-03-10 10:20:37 +01:00
Shotaro Ishihara
8feede229c
Fix broken code blocks in README.md (#15967)
at transformers/examples/pytorch/contrastive-image-text
2022-03-09 17:07:52 +01:00
Joao Gante
e7f34ccd4f
Swag example: Update doc format (#16014) 2022-03-09 13:25:34 +00:00
Joao Gante
62d847602a
Update TF multiple choice example (#15868) 2022-03-08 13:16:34 +00:00
Yeb Havinga
91fb62d01c
Speedup training by using numpy instead of jnp for batch shuffling (#15963)
Speedup training by using numpy instead of jnp for batch shuffling

Co-authored-by: Yeb Havinga <y.t.havinga@mgrid.net>
2022-03-08 12:18:38 +01:00
Patrick von Platen
10b76987fc
[FlaxT5 Example] fix flax t5 example pretraining (#15835) 2022-03-04 17:04:43 +01:00
Sanchit Gandhi
b71474895d
Update README.md 2022-03-04 09:58:45 +01:00
davidleonfdez
c0281feb50
Fix #15898 (#15928) 2022-03-03 14:41:03 -05:00
Sylvain Gugger
79d28e80b6 v4.18.0.dev.0 2022-03-03 10:19:58 -05:00
Ross Johnstone
e535c389aa
Fix tiny typo (#15884) 2022-03-02 15:37:05 +01:00
Joao Gante
05c237ea94
Update TF QA example (#15870) 2022-03-02 10:38:13 +00:00
Joao Gante
3f2e636850
Update TF LM examples (#15855) 2022-03-01 14:12:58 +00:00
Suraj Patil
bf1fe32824
[examples/summarization and translation] fix readme (#15833) 2022-02-25 17:28:16 +01:00
Lysandre Debut
29c10a41d0
[Test refactor 1/5] Per-folder tests reorganization (#15725)
* Per-folder tests reorganization

Co-authored-by: sgugger <sylvain.gugger@gmail.com>
Co-authored-by: Stas Bekman <stas@stason.org>
2022-02-23 15:46:28 -05:00
Yongrae Jo
3db2e8f92b
Fix typo on examples/pytorch/question-answering (#15644)
cna -> can
2022-02-22 13:51:07 -05:00
Joao Gante
3956b133b6
TF text classification examples (#15704)
* Working example with to_tf_dataset

* updated text_classification

* more comments
2022-02-21 17:17:59 +00:00
Suraj Patil
86119c1154
add VisionTextDualEncoder and CLIP fine-tuning script (#15701)
* begin script

* update script

* fix features and data args

* main

* add requirements

* add column name args

* fix captions

* don't jit transforms

* fix caption

* fix labels, handle attention mask

* convert pixel values to numpy

* labels => input_ids

* transform images on the fly

* use AutoModel class, create the hybird model outside of the script

* fix version message

* add readme

* Apply suggestions from code review

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

* adderss review comments

* add more comments

* allow freezing vision and text models

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-02-21 16:10:59 +01:00
Ivan Agarský
5444687f0f
Fix minor comment typos (#15740) 2022-02-21 12:41:27 +01:00
Simon Sardorf
a63bd3675f
Remove input and target reset after preprocessing (#15741)
Remove input and target reset after preprocessing
2022-02-21 11:10:15 +01:00
NielsRogge
57882177be
Add SimMIM (#15586)
* Add first draft

* Make model importable

* Make SwinForMaskedImageModeling importable

* Fix imports

* Add missing inits

* Add support for Swin

* Fix bug

* Fix bug

* Fix another bug

* Fix Swin MIM implementation

* Fix default encoder stride

* Fix Swin

* Add print statements for debugging

* Add image_size data argument

* Fix Swin

* Fix image_size

* Add print statements for debugging

* Fix print statement

* Remove print statements

* Improve reshaping of bool_masked_pos

* Add support for DeiT, fix tests

* Improve docstrings

* Apply new black version

* Improve script

* Fix bug

* Improve README

* Apply suggestions from code review

* Remove DS_Store and add to gitignore

* Apply suggestions from code review + fix BEiT Flax

* Revert BEiT changes

* Improve README

* Fix code quality

* Improve README

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-02-17 19:44:55 +01:00
NielsRogge
0e91f885c3
Add image classification notebook (#15667)
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-02-17 13:14:01 +01:00
Shamane Siri
80f1a59168
updated with latest PL and Ray (#15653) 2022-02-15 16:53:05 +01:00
Stas Bekman
fcb0f74397
[research_projects] deal with security alerts (#15594)
* [research_projects] deal with security alerts

* add a note of the original PL ver and warning
2022-02-11 14:31:09 -05:00
Patrick von Platen
3d5dea9bf0
Add example batch size to all commands (#15596) 2022-02-10 08:52:07 -05:00
Lysandre Debut
7732d0fe7a
Upgrade black to version ~=22.0 (#15565)
* Upgrade black to version ~=22.0

* Check copies

* Fix code
2022-02-09 09:28:57 -05:00
Anton Lozhkov
a459f7f97d
Add ASR CTC streaming example (#15309)
* Single-epoch run

* Apply suggestions from code review

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

* Infinite dataset

* Trainer fix + distributed benchmark

* Benchmark fix

* unused import

* interleaved splits

* interleaved splits

* has_length util

* Move to research projects

* Leftover Sized checks

* Bump min version

* Unused import

* Revert trainer changes

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-02-07 18:35:37 +03:00
davidleonfdez
f1a4c4ead5
[WIP] Add preprocess_logits_for_metrics Trainer param (#15473)
* Add preprocess_logits_for_metrics Trainer param

* Compute accuracy in LM examples

* Improve comments
2022-02-03 12:07:20 -05:00
Sylvain Gugger
45cac3fade
Fix labels stored in model config for token classification examples (#15482)
* Playing

* Properly set labels in model config for token classification example

* Port to run_ner_no_trainer

* Quality
2022-02-02 14:23:43 -05:00
Sylvain Gugger
d0b5ed110a
Harder check for IndexErrors in QA scripts (#15438)
* Harder check for IndexErrors in QA scripts

* Make test stronger
2022-02-01 15:49:13 -05:00
Kamal Raj
d2749cf72e
Update README.md (#15462)
fix typo
2022-02-01 10:04:30 -05:00
Suraj Patil
87918d3221
[examples/Flax] add a section about GPUs (#15198)
* add a section about GPUs

* Apply suggestions from code review

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

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-01-31 19:20:53 +01:00
Jonatas Grosman
f624249d8b
[Robust Speech Challenge] Add missing LR parameter (#15428) 2022-01-31 15:50:56 +01:00
Julien Plu
aa19f478ac
Add (M)Luke model training for Token Classification in the examples (#14880)
* Add Luke training

* Fix true label tags

* Fix true label tags

* Fix true label tags

* Update the data collator for Luke

* Some training refactor for Luke

* Improve data collator for Luke

* Fix import

* Fix datasets concatenation

* Add the --max_entity_length argument for Luke models

* Remove unused code

* Fix style issues

* Fix style issues

* Move the Luke training into a separate folder

* Fix style

* Fix naming

* Fix filtering

* Fix filtering

* Fix filter

* Update some preprocessing

* Move luke to research_projects

* Checkstyle

* Address comments

* Fix style
2022-01-31 07:58:18 -05:00
François REMY
0094eba363
Fix additional DataTrainingArguments documentation (#15408)
(This is an editorial change only)
2022-01-31 07:45:11 -05:00
Sylvain Gugger
c98a6ac211
Use argument for preprocessing workers in run_summairzation (#15394) 2022-01-28 18:34:10 -05:00
Matt
b6b79faa7e
Make links explicit (#15395)
* Make links explicit

* Removing reference to compute_metrics() since it's kind of PyTorch-specific
2022-01-28 17:31:22 +00:00
dependabot[bot]
628b59e51d
Bump numpy from 1.19.2 to 1.21.0 in /examples/research_projects/lxmert (#15369)
Bumps [numpy](https://github.com/numpy/numpy) from 1.19.2 to 1.21.0.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.19.2...v1.21.0)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-01-27 14:46:15 -05:00
dependabot[bot]
ca0848b2ff
Bump notebook in /examples/research_projects/visual_bert (#15368)
Bumps [notebook](http://jupyter.org) from 6.1.5 to 6.4.1.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2022-01-27 14:45:58 -05:00
dependabot[bot]
7d45a2e81c
Bump numpy in /examples/research_projects/visual_bert (#15367)
Bumps [numpy](https://github.com/numpy/numpy) from 1.19.2 to 1.21.0.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.19.2...v1.21.0)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-01-27 14:45:18 -05:00
Lysandre
eab338104d Docs for version v4.16.0 2022-01-27 13:11:51 -05:00
Lysandre
f87db5e412 Release: v4.16.0 2022-01-27 13:06:33 -05:00
Anton Lozhkov
196cce6e9b
Add a device argument to the eval script (#15371)
* Device argument for the eval script

* Default to none

* isort
2022-01-27 15:58:55 +01:00
François REMY
19732cc07a
Fix 'eval_split_name' described as defaulting to 'train' (#15348)
The default is correct (`test`) but the description is not.
2022-01-26 10:19:38 -05:00
Patrick von Platen
457dd4392b
[Examples] Correct run ner label2id for fine-tuned models (#15017)
* up

* up

* make style

* apply sylvains suggestions

* apply changes to accelerate as well

* more changes

* Apply suggestions from code review

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-24 21:18:04 +01:00
Patrick von Platen
4bf97415a4
Update eval.py (#15310) 2022-01-24 11:46:38 +01:00
Sylvain Gugger
4cff3fae11 Second failing test 2022-01-21 12:19:28 -05:00
Sylvain Gugger
f6253147df Skip failing test 2022-01-21 12:03:21 -05:00
Patrick von Platen
11afb709ec
[Robust Speech Challenge] Add timeline (#15274) 2022-01-21 17:12:09 +01:00
lewtun
833635e259
Move BART + ONNX example to research_projects (#15271)
* Move BART + ONNX example to research_projects

* Add author information
2022-01-21 14:47:34 +01:00
NielsRogge
6c7b68d414
[ViTMAE] Add image pretraining script (#15242)
* Add script

* Improve script

* Fix data collator

* Update README

* Add label_names argument

* Apply suggestions from code review

* Add config parameters

* Update script

* Fix bug

* Improve README

* Improve README and add test

* Fix import

* Add image_column_name
2022-01-21 12:11:08 +01:00
Anton Lozhkov
85ea462c08
Update README.md (#15246)
Clarify OVH instruction
2022-01-20 13:40:26 +03:00
Anton Lozhkov
e57468b8a8
Update README.md (#15239)
Add an OVHcloud tutorial URL for the Robust Speech Challenge
2022-01-20 11:46:50 +03:00
Patrick von Platen
691878ee2f
Update README.md (#15233) 2022-01-19 18:03:17 +01:00
Suraj Patil
2a5a384970
fix speech event readme (#15227) 2022-01-19 15:30:03 +01:00
Patrick von Platen
6d92c429c7
Update README.md (#15226) 2022-01-19 15:23:00 +01:00
Patrick von Platen
19c217b4b7
Update README.md 2022-01-19 15:21:03 +01:00
Patrick von Platen
5439cda7f0
Update README.md 2022-01-19 15:19:57 +01:00
Kamal Raj
d1f5ca1afd
[FLAX] glue training example refactor (#13815)
* refactor run_flax_glue.py

* updated readme

* rm unused import and args typo fix

* refactor

* make consistent arg name across task

* has_tensorboard check

* argparse -> argument dataclasses

* refactor according to review

* fix
2022-01-19 12:04:51 +01:00
Patrick von Platen
e118e085ea
[Robust Speech Event] Add guides (#15155)
* up

* improve readme

* up

* up

* more info

* up

* up

* Apply suggestions from code review

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* add more stuff for eval

* update

* up

* Update README.md

* Update examples/research_projects/xls_r/README.md

Co-authored-by: Omar Sanseviero <osanseviero@users.noreply.github.com>

* apply omar's suggestions

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
Co-authored-by: Omar Sanseviero <osanseviero@users.noreply.github.com>
2022-01-18 18:44:48 +01:00
Sylvain Gugger
6f0a9b41ef
Remove dependency to quiet Dependabot (#15205) 2022-01-18 09:44:35 -05:00
Sylvain Gugger
531336bbfd
Fix deprecation warnings for int div (#15180)
* Fix deprecation warnings for int div

Co-authored-by: mgoldey <matthew.goldey@gmail.com>

* Fix import

* ensure that tensor output is python scalar

* make backward compatible

* make code more readable

* adapt test functions

Co-authored-by: mgoldey <matthew.goldey@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-01-18 07:28:53 -05:00
Sylvain Gugger
96881729ce Remove assert on optional arg 2022-01-13 17:34:41 -05:00
Stas Bekman
762416ffa8
[examples/flax/language-modeling] set loglevel (#15129) 2022-01-13 15:17:28 +01:00
Edoardo Federici
9a94bb8e21
mBART support for run_summarization.py (#15125)
* Update run_summarization.py

* Fixed languages and added missing code

* fixed obj, docs, removed source_lang and target_lang

* make style, run_summarization.py reformatted
2022-01-12 16:39:33 -05:00
Leandro von Werra
aa0135f2e0
fix: switch from slow to generic tokenizer class (#15122) 2022-01-12 09:12:43 -05:00
Russell Klopfer
27b819b0e3
use block_size instead of max_seq_length in tf run_clm example (#15036)
* use block_size instead of max_seq_length

* fixup

* remove pad_to_block_size

Co-authored-by: Russell Klopfer <russell@kloper.us>
2022-01-12 08:57:00 -05:00
Patrick von Platen
d72343d2b8
[Wav2Vec2 Speech Event] Add speech event v2 (#15083)
* up

* up

* up

* up

* up

* up

* improve

* up

* up

* Update src/transformers/trainer.py

* up

* up

* up
2022-01-10 10:46:21 +01:00
flozi00
b67f345d00
Update run_speech_recognition_seq2seq.py (#14967) 2022-01-06 19:26:45 +03:00
Yih-Dar
9f89fa02ed
Add Flax image captioning example (#14864)
* add image captioning example

* update README

* fix style & quality

* simplify

* apply review suggestions

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Apply review suggestions

* add comments about using np instead jax array

* remove unused lines

* add model creation script

* only support from_pretrained

* fix style

* fix

* not use cache_dir when creating model

* fix tokenizer creation

* update README

* fix quality

* apply suggestion

* simplify some blocks

* Update examples/flax/image-captioning/README.md


* Update examples/flax/image-captioning/run_image_captioning_flax.py

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

* apply suggestion

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-01-06 14:00:54 +01:00
flozi00
774ed4a027
Fix Code block (#14983) 2022-01-04 12:59:20 +01:00
Patrick von Platen
600496fa50
[Wav2Vec2] Rename model's feature extractor to feature encoder (#14959)
* rename classes

* clean up more namings

* remove bogus file

* Apply suggestions from code review

* Apply suggestions from code review

* replace more names

* more regex replace

* make style

* correct

* correct more

* make style

* finish

* correct more in wav2vec2

* make style

* improve freeze_extractor

* add aliases

* add tf aliases
2021-12-28 20:33:23 +01:00
Patrick von Platen
f80775df2b
Update README.md (#14965) 2021-12-28 13:41:27 +01:00
Patrick von Platen
1c121916f3
Add Speech Seq2Seq Training script (#14792)
* start

* add gradient checkpointing and feature extractor freezing

* Apply suggestions from code review

* up

* up

* up

* correct

* up

* more changes

* up

* up

* up

* remove rst
2021-12-28 10:20:51 +01:00
Leandro von Werra
1d651868d6
add custom stopping criteria to human eval script (#14897) 2021-12-23 14:59:11 +01:00
lewtun
355dc0ce67
Fix installation instructions for BART ONNX example (#14885) 2021-12-23 04:05:32 -05:00
Patrick von Platen
fa39ff9fc4 Docs for v4.16.0dev0 2021-12-22 20:39:44 +01:00
Patrick von Platen
05fa1a7ac1 Release: v4.15.0 2021-12-22 18:43:15 +01:00
Mario Šaško
1045a36c1f
Fix pytorch image classification example (#14883)
* Update example

* Remove skip in tests
2021-12-22 14:42:19 +01:00
Sylvain Gugger
e51c7b5872 Skip failing test 2021-12-21 15:15:17 -05:00
Stas Bekman
033c3ed95a
[examples/summarization] deal with None in data records (#14816)
* [examples/summarization] deal with None in data records

* rewrite to use a simpler (slower) variant
2021-12-21 09:17:28 -08:00
Patrick von Platen
7ae6f07004
[ASR example] Improve example + add more examples (#14848)
* up

* load up

* up
2021-12-21 13:12:22 +01:00
Patrick von Platen
c4a96cecbc
Wav2Vec2 meets phonemes (#14353)
* up

* add tokenizer

* improve more

* finish tokenizer

* finish

* adapt speech recognition script

* adapt convert

* more fixes

* more fixes

* update phonemizer wav2vec2

* better naming

* fix more tests

* more fixes swedish

* correct tests

* finish

* improve script

* remove file

* up

* lets get those 100 model architectures until the end of the month

* make fix-copies

* correct more

* correct script

* more fixes

* more fixes

* add to docs

* Apply suggestions from code review

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

* replace assert

* fix copies

* fix docs

* new try docs

* boom boom

* update

* add phonemizer to audio tests

* make fix-copies

* up

* upload models

* some changes

* Update tests/test_tokenization_wav2vec2_phoneme.py

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* more fixes

* remove @

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
2021-12-17 19:56:44 +01:00
Lysandre
7c9c41f43c Docs for v4.14.0 2021-12-15 18:29:53 +01:00
Lysandre
960d8cb41d Release: v4.14.0 2021-12-15 18:20:35 +01:00
Yih-Dar
a94105f95f
Fix preprocess_function in run_summarization_flax.py (#14769)
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2021-12-15 11:36:28 +01:00
Benjamin Minixhofer
2a606f9974
Make data shuffling in run_clm_flax.py respect global seed (#13410)
* use jax and jnp instead of numpy in data_loader

* return batches as np.ndarray
2021-12-14 11:04:43 +01:00
Josué Nascimento
971e36667a
Change how to load config of XLNetLMHeadModel (#14746) 2021-12-13 12:34:26 -05:00
Nathan Cooper
48bf7e47a0
Code parrot minor fixes/niceties (#14666)
* Add some nicety flags for better controlling evaluation.

* Fix dependency issue with outdated requirement

* Add additional flag to example to ensure eval is done

* Wrap code into main function for accelerate launcher to find

* Fix valid batch size flag in readme

* Add note to install git-lfs when initializing/training the model

* Update examples/research_projects/codeparrot/scripts/arguments.py

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Revert "Wrap code into main function for accelerate launcher to find"

This reverts commit ff11df1c81.

* Fix formatting issue

* Move git-lfs instructions to installation section

* Add a quick check before code generation for code evaluation

* Fix styling issue

* Update examples/research_projects/codeparrot/scripts/human_eval.py

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Make iterable dataset use passed in tokenizer rather than globally defined one

Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: ncoop57 <nac33@students.uwf.edu>
2021-12-13 09:30:50 +01:00
Suraj Patil
6a025487a6
[Flax examples] remove dependancy on pytorch training args (#14636)
* use custom training arguments

* update tests
2021-12-12 09:19:12 +05:30
Lysandre
ab31b3e41b Docs for v4.14.0dev0 2021-12-09 17:09:23 +01:00
Lysandre
4da3a696e4 Release: v4.13.0 2021-12-09 16:55:21 +01:00
Gaurang Tandon
4ea19de80c
fix: verify jsonlines file in run_translation (#14660) (#14661)
* fix: verify jsonl in run_translation (#14660)

* fix(run_translation.py): json/jsonl validation

Both json and jsonl are to be accepted as valid jsonlines file extension

* fix(run_translation.py): make black happy

* Ran make style
2021-12-08 13:25:30 -05:00
Suraj Patil
75ae287aec
fix flax examples tests (#14646)
* make tensorboard optional

* update test_fetcher for flax examples

* make the tests slow
2021-12-07 00:34:27 +05:30
Suraj Patil
cbe6026536
fix flax example tests (#14643) 2021-12-06 23:14:37 +05:30
Jay Zhang
1ccc033c56
Update the example of exporting Bart + BeamSearch to ONNX module to resolve comments. (#14310)
* Update code to resolve comments left in previous PR.

* Add README.md file for this example.

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update README.md file to resolve comments.

* Add a section name.

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: Gary Miguel <garymm@garymm.org>

* Add more comments for _convert_past_list_to_tuple().

* Change the default file name to a consistent one.

* Fix a format issue.

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: Gary Miguel <garymm@garymm.org>

* Update examples/onnx/pytorch/translation/run_onnx_exporter.py

Co-authored-by: Gary Miguel <garymm@garymm.org>

* Update examples/onnx/pytorch/translation/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Change the folder to summarization and address some other coments.

* Update the torch version.

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Gary Miguel <garymm@garymm.org>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2021-12-06 14:01:51 +01:00
Julien Chaumond
6cdc3a7844
[urls to hub] Replace outdated model tags with their now-canonical pipeline types (#14617)
* Replace outdated model tags with their now-canonical pipeline types

* spam the CI till it's green
2021-12-06 04:35:01 -05:00