Commit Graph

1994 Commits

Author SHA1 Message Date
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