* pass hf optimizer and scheduler to deepspeed if not specified in ds config
* pass hf optimizer and scheduler to deepspeed if not specified in ds config
* update
* make init_deepspeed support config dict
* fix docstring formatting
* clean up trainer's comments
* add new tests
* fix type
* composit argparse doesn't work
* style
* add a new test, rename others
* document new functionality
* complete tests, add docs
* style
* correct level
* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* add new methods to the doc
* must tell DS we are using a non-native optimizer
* add protection against cpu_offload + HF optimizer combo
* fix the cli overrides
* sync docs + tests
* restore AdamW
* better docs
* need new version
* no longer needed
* remove outdate information
* refactor duplicated code
Co-authored-by: Stas Bekman <stas@stason.org>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Tests run on Docker
Co-authored-by: Morgan <funtowiczmo@gmail.com>
* Comments from code review
* Reply to itself
* Dependencies
Co-authored-by: Morgan <funtowiczmo@gmail.com>
* Add check-ops script
* Finish to implement check_tf_ops and start the test
* Make the test mandatory only for BERT
* Update tf_ops folder
* Remove useless classes
* Add the ONNX test for GPT2 and BART
* Add a onnxruntime slow test + better opset flexibility
* Fix test + apply style
* fix tests
* Switch min opset from 12 to 10
* Update src/transformers/file_utils.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Fix GPT2
* Remove extra shape_list usage
* Fix GPT2
* Address Morgan's comments
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Don't import libs to check they are available
* Don't import integrations at init
* Add importlib_metdata to deps
* Remove old vars references
* Avoid syntax error
* Adapt testing utils
* Try to appease torchhub
* Add dependency
* Remove more private variables
* Fix typo
* Another typo
* Refine the tf availability test
* First commit: adding all files from tapas_v3
* Fix multiple bugs including soft dependency and new structure of the library
* Improve testing by adding torch_device to inputs and adding dependency on scatter
* Use Python 3 inheritance rather than Python 2
* First draft model cards of base sized models
* Remove model cards as they are already on the hub
* Fix multiple bugs with integration tests
* All model integration tests pass
* Remove print statement
* Add test for convert_logits_to_predictions method of TapasTokenizer
* Incorporate suggestions by Google authors
* Fix remaining tests
* Change position embeddings sizes to 512 instead of 1024
* Comment out positional embedding sizes
* Update PRETRAINED_VOCAB_FILES_MAP and PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
* Added more model names
* Fix truncation when no max length is specified
* Disable torchscript test
* Make style & make quality
* Quality
* Address CI needs
* Test the Masked LM model
* Fix the masked LM model
* Truncate when overflowing
* More much needed docs improvements
* Fix some URLs
* Some more docs improvements
* Test PyTorch scatter
* Set to slow + minify
* Calm flake8 down
* First commit: adding all files from tapas_v3
* Fix multiple bugs including soft dependency and new structure of the library
* Improve testing by adding torch_device to inputs and adding dependency on scatter
* Use Python 3 inheritance rather than Python 2
* First draft model cards of base sized models
* Remove model cards as they are already on the hub
* Fix multiple bugs with integration tests
* All model integration tests pass
* Remove print statement
* Add test for convert_logits_to_predictions method of TapasTokenizer
* Incorporate suggestions by Google authors
* Fix remaining tests
* Change position embeddings sizes to 512 instead of 1024
* Comment out positional embedding sizes
* Update PRETRAINED_VOCAB_FILES_MAP and PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
* Added more model names
* Fix truncation when no max length is specified
* Disable torchscript test
* Make style & make quality
* Quality
* Address CI needs
* Test the Masked LM model
* Fix the masked LM model
* Truncate when overflowing
* More much needed docs improvements
* Fix some URLs
* Some more docs improvements
* Add add_pooling_layer argument to TapasModel
Fix comments by @sgugger and @patrickvonplaten
* Fix issue in docs + fix style and quality
* Clean up conversion script and add task parameter to TapasConfig
* Revert the task parameter of TapasConfig
Some minor fixes
* Improve conversion script and add test for absolute position embeddings
* Improve conversion script and add test for absolute position embeddings
* Fix bug with reset_position_index_per_cell arg of the conversion cli
* Add notebooks to the examples directory and fix style and quality
* Apply suggestions from code review
* Move from `nielsr/` to `google/` namespace
* Apply Sylvain's comments
Co-authored-by: sgugger <sylvain.gugger@gmail.com>
Co-authored-by: Rogge Niels <niels.rogge@howest.be>
Co-authored-by: LysandreJik <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: sgugger <sylvain.gugger@gmail.com>
* initial commit
* [cli] lfs commands
* Fix FileSlice
* Tweak to FileSlice
* [hf_api] Backport filetype arg from `datasets`
cc @lhoestq
* Silm down the CI while i'm working
* Ok let's try this in CI
* Update config.yml
* Do not try this at home
* one more try
* Update lfs.py
* Revert "Tweak to FileSlice"
This reverts commit d7e32c4b3500400486411e85a2b74e57fb6b52f5.
* Update test_hf_api.py
* Update test_hf_api.py
* Update test_hf_api.py
* CI still green?
* make CI green again?
* Update test_hf_api.py
* make CI red again?
* Update test_hf_api.py
* add CI style back
* Fix CI?
* oh my
* doc + switch back to real staging endpoint
* Apply suggestions from code review
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Pierric Cistac <Pierrci@users.noreply.github.com>
* Fix docblock + f-strings
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Pierric Cistac <Pierrci@users.noreply.github.com>
* [testing utils] get_auto_remove_tmp_dir default change
Now that I have been using `get_auto_remove_tmp_dir default change` for a while, I realized that the defaults aren't most optimal.
99% of the time we want the tmp dir to be empty at the beginning of the test - so changing the default to `before=True` - this shouldn't impact any tests since this feature is used only during debug.
* simplify things
* update docs
* fix doc layout
* style
* Update src/transformers/testing_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* better 3-state doc
* style
* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* s/tmp/temporary/ + style
* correct the statement
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* add a multi-gpu job for all example tests
* run only ported tests
* rename
* explain why env is re-activated on each step
* mark all unported/checked tests with @require_torch_non_multigpu_but_fix_me
* style
* Apply suggestions from code review
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>
* make it possible to invoke testconf.py in both test suites without crashing on having the same option added
* perl -pi -e 's|--make_reports|--make-reports|' to be consistent with other opts
* add `pytest --make-reports` to all CIs (and artifacts)
* fix
* first draft
* show design proposition for new generate method
* up
* make better readable
* make first version
* gpt2 tests pass
* make beam search for gpt2 work
* add first encoder-decoder code
* delete typo
* make t5 work
* save indermediate
* make bart work with beam search
* finish beam search bart / t5
* add default kwargs
* make more tests pass
* fix no bad words sampler
* some fixes and tests for all distribution processors
* fix test
* fix rag slow tests
* merge to master
* add nograd to generate
* make all slow tests pass
* speed up generate
* fix edge case bug
* small fix
* correct typo
* add type hints and docstrings
* fix typos in tests
* add beam search tests
* add tests for beam scorer
* fix test rag
* finish beam search tests
* move generation tests in seperate file
* fix generation tests
* more tests
* add aggressive generation tests
* fix tests
* add gpt2 sample test
* add more docstring
* add more docs
* finish doc strings
* apply some more of sylvains and sams comments
* fix some typos
* make fix copies
* apply lysandres and sylvains comments
* final corrections on examples
* small fix for reformer
* move the helper code into testing_utils
* port test_trainer_distributed to work with pytest
* improve docs
* simplify notes
* doc
* doc
* style
* doc
* further improvements
* torch might not be available
* real fix
* 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>
* better reports
* a whole bunch of reports in their own files
* clean up
* improvements
* github artifacts experiment
* style
* complete the report generator with multiple improvements/fixes
* fix
* save all reports under one dir to easy upload
* can remove temp failing tests
* doc fix
* some cleanup
* Important files
* Styling them all
* Revert "Styling them all"
This reverts commit 7d029395fdae8513b8281cbc2a6c239f8093503e.
* Syling them for realsies
* Fix syntax error
* Fix benchmark_utils
* More fixes
* Fix modeling auto and script
* Remove new line
* Fixes
* More fixes
* Fix more files
* Style
* Add FSMT
* More fixes
* More fixes
* More fixes
* More fixes
* Fixes
* More fixes
* More fixes
* Last fixes
* Make sphinx happy
* WIP refactoring pipeline tests - switching to fast tokenizers
* fix dialog pipeline and fill-mask
* refactoring pipeline tests backbone
* make large tests slow
* fix tests (tf Bart inactive for now)
* fix doc...
* clean up for merge
* fixing tests - remove bart from summarization until there is TF
* fix quality and RAG
* Add new translation pipeline tests - fix JAX tests
* only slow for dialog
* Fixing the missing TF-BART imports in modeling_tf_auto
* spin out pipeline tests in separate CI job
* adding pipeline test to CI YAML
* add slow pipeline tests
* speed up tf and pt join test to avoid redoing all the standalone pt and tf tests
* Update src/transformers/tokenization_utils_base.py
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>
* Update src/transformers/pipelines.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update src/transformers/pipelines.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/testing_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* add require_torch and require_tf in is_pt_tf_cross_test
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* WIP flax bert
* Initial commit Bert Jax/Flax implementation.
* Embeddings working and equivalent to PyTorch.
* Move embeddings in its own module BertEmbeddings
* Added jax.jit annotation on forward call
* BertEncoder on par with PyTorch ! :D
* Add BertPooler on par with PyTorch !!
* Working Jax+Flax implementation of BertModel with < 1e-5 differences on the last layer.
* Fix pooled output to take only the first token of the sequence.
* Refactoring to use BertConfig from transformers.
* Renamed FXBertModel to FlaxBertModel
* Model is now initialized in FlaxBertModel constructor and reused.
* WIP JaxPreTrainedModel
* Cleaning up the code of FlaxBertModel
* Added ability to load Flax model saved through save_pretrained()
* Added ability to convert Pytorch Bert model to FlaxBert
* FlaxBert can now load every Pytorch Bert model with on-the-fly conversion
* Fix hardcoded shape values in conversion scripts.
* Improve the way we handle LayerNorm conversion from PyTorch to Flax.
* Added positional embeddings as parameter of BertModel with default to np.arange.
* Let's roll FlaxRoberta !
* Fix missing position_ids parameters on predict for Bert
* Flax backend now supports batched inputs
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Make it possible to load msgpacked model on convert from pytorch in last resort.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Moved save_pretrained to Jax base class along with more constructor parameters.
* Use specialized, model dependent conversion functio.
* Expose `is_flax_available` in file_utils.
* Added unittest for Flax models.
* Added run_tests_flax to the CI.
* Introduce FlaxAutoModel
* Added more unittests
* Flax model reference the _MODEL_ARCHIVE_MAP from PyTorch model.
* Addressing review comments.
* Expose seed in both Bert and Roberta
* Fix typo suggested by @stefan-it
Co-Authored-By: Stefan Schweter <stefan@schweter.it>
* Attempt to make style
* Attempt to make style in tests too
* Added jax & jaxlib to the flax optional dependencies.
* Attempt to fix flake8 warnings ...
* Redo black again and again
* When black and flake8 fight each other for a space ... 💥💥💥
* Try removing trailing comma to make both black and flake happy!
* Fix invalid is_<framework>_available call, thanks @LysandreJik 🎉
* Fix another invalid import in flax_roberta test
* Bump and pin flax release to 0.1.0.
* Make flake8 happy, remove unused jax import
* Change the type of the catch for msgpack.
* Remove unused import.
* Put seed as optional constructor parameter.
* trigger ci again
* Fix too much parameters in BertAttention.
* Formatting.
* Simplify Flax unittests to avoid machine crashes.
* Fix invalid number of arguments when raising issue for an unknown model.
* Address @bastings comment in PR, moving jax.jit decorated outside of __call__
* Fix incorrect path to require_flax/require_pytorch functions.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Attempt to make style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Correct rebasing of circle-ci dependencies
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Fix import sorting.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Fix unused imports.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Again import sorting...
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Installing missing nlp dependency for flax unittests.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Fix laoding of model for Flax implementations.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* jit the inner function call to make JAX-compatible
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Format !
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Flake one more time 🎶
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Rewrites BERT in Flax to the new Linen API (#7211)
* Rewrite Flax HuggingFace PR to Linen
* Some fixes
* Fix tests
* Fix CI with change of name of nlp (#7054)
* nlp -> datasets
* More nlp -> datasets
* Woopsie
* More nlp -> datasets
* One last
* Expose `is_flax_available` in file_utils.
* Added run_tests_flax to the CI.
* Attempt to make style
* trigger ci again
* Fix import sorting.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Revert "Rewrites BERT in Flax to the new Linen API (#7211)"
This reverts commit 23703a5eb3364e26a1cbc3ee34b4710d86a674b0.
* Remove jnp.lax references
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Reintroduce Linen changes ...
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Use jax native's gelu function.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Renaming BertModel to BertModule to highlight the fact this is the Flax Module object.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Rewrite FlaxAutoModel test to not rely on pretrained_model_archive_map
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Remove unused variable in BertModule.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Remove unused variable in BertModule again
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Attempt to have is_flax_available working again.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Introduce JAX TensorType
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Improve ImportError message when trying to convert to various TensorType format.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Makes Flax model jittable.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Ensure flax models are jittable in unittests.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
* Remove unused imports.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Ensure jax imports are guarded behind is_flax_available.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style again
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style again again
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style again again again
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Update src/transformers/file_utils.py
Co-authored-by: Marc van Zee <marcvanzee@gmail.com>
* Bump flax to it's latest version
Co-authored-by: Marc van Zee <marcvanzee@gmail.com>
* Bump jax version to at least 0.2.0
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Update the unittest to use TensorType.JAX
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* isort import in tests.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Match new flax parameters name "params"
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Remove unused imports.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Add flax models to transformers __init__
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Attempt to address all CI related comments.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Correct circle.yml indent.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Correct circle.yml indent (2)
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Remove coverage from flax tests
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Addressing many naming suggestions from comments
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Simplify for loop logic to interate over layers in FlaxBertLayerCollection
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* use f-string syntax for formatting logs.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Use config property from FlaxPreTrainedModel.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* use "cls_token" instead of "first_token" variable name.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* use "hidden_state" instead of "h" variable name.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Correct class reference in docstring to link to Flax related modules.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Added HF + Google Flax team copyright.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make Roberta independent from Bert
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Move activation functions to flax_utils.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Move activation functions to flax_utils for bert.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Added docstring for BERT
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Update import for Bert and Roberta tokenizers
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* fix-copies
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Correct FlaxRobertaLayer to match PyTorch.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Use the same store_artifact for flax unittest
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Style.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Make sure gradient are disabled only locally for flax unittest using torch equivalence.
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
* Use relative imports
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>
Co-authored-by: Stefan Schweter <stefan@schweter.it>
Co-authored-by: Marc van Zee <marcvanzee@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* splitting fast and slow tokenizers [WIP]
* [WIP] splitting sentencepiece and tokenizers dependencies
* update dummy objects
* add name_or_path to models and tokenizers
* prefix added to file names
* prefix
* styling + quality
* spliting all the tokenizer files - sorting sentencepiece based ones
* update tokenizer version up to 0.9.0
* remove hard dependency on sentencepiece 🎉
* and removed hard dependency on tokenizers 🎉
* update conversion script
* update missing models
* fixing tests
* move test_tokenization_fast to main tokenization tests - fix bugs
* bump up tokenizers
* fix bert_generation
* update ad fix several tokenizers
* keep sentencepiece in deps for now
* fix funnel and deberta tests
* fix fsmt
* fix marian tests
* fix layoutlm
* fix squeezebert and gpt2
* fix T5 tokenization
* fix xlnet tests
* style
* fix mbart
* bump up tokenizers to 0.9.2
* fix model tests
* fix tf models
* fix seq2seq examples
* fix tests without sentencepiece
* fix slow => fast conversion without sentencepiece
* update auto and bert generation tests
* fix mbart tests
* fix auto and common test without tokenizers
* fix tests without tokenizers
* clean up tests lighten up when tokenizers + sentencepiece are both off
* style quality and tests fixing
* add sentencepiece to doc/examples reqs
* leave sentencepiece on for now
* style quality split hebert and fix pegasus
* WIP Herbert fast
* add sample_text_no_unicode and fix hebert tokenization
* skip FSMT example test for now
* fix style
* fix fsmt in example tests
* update following Lysandre and Sylvain's comments
* Update src/transformers/testing_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update src/transformers/testing_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update src/transformers/tokenization_utils_base.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update src/transformers/tokenization_utils_base.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* skip decorators: docs, tests, bugs
* another important note
* style
* bloody style
* add @pytest.mark.parametrize
* add note
* no idea what it wants :(
* added rag WIP
* path fix
* Formatting / renaming prior to actual work
* added rag WIP
* path fix
* Formatting / renaming prior to actual work
* added rag WIP
* path fix
* Formatting / renaming prior to actual work
* added rag WIP
* Formatting / renaming prior to actual work
* First commit
* improve comments
* Retrieval evaluation scripts
* refactor to include modeling outputs + MPI retriever
* Fix rag-token model + refactor
* Various fixes + finetuning logic
* use_bos fix
* Retrieval refactor
* Finetuning refactoring and cleanup
* Add documentation and cleanup
* Remove set_up_rag_env.sh file
* Fix retrieval wit HF index
* Fix import errors
* Fix quality errors
* Refactor as per suggestions in https://github.com/huggingface/transformers/pull/6813#issuecomment-687208867
* fix quality
* Fix RAG Sequence generation
* minor cleanup plus initial tests
* fix test
* fix tests 2
* Comments fix
* post-merge fixes
* Improve readme + post-rebase refactor
* Extra dependencied for tests
* Fix tests
* Fix tests 2
* Refactor test requirements
* Fix tests 3
* Post-rebase refactor
* rename nlp->datasets
* RAG integration tests
* add tokenizer to slow integration test and allow retriever to run on cpu
* add tests; fix position ids warning
* change structure
* change structure
* add from encoder generator
* save working solution
* make all integration tests pass
* add RagTokenizer.save/from_pretrained and RagRetriever.save/from_pretrained
* don't save paths
* delete unnecessary imports
* pass config to AutoTokenizer.from_pretrained for Rag tokenizers
* init wiki_dpr only once
* hardcode legacy index and passages paths (todo: add the right urls)
* finalize config
* finalize retriver api and config api
* LegacyIndex index download refactor
* add dpr to autotokenizer
* make from pretrained more flexible
* fix ragfortokengeneration
* small name changes in tokenizer
* add labels to models
* change default index name
* add retrieval tests
* finish token generate
* align test with previous version and make all tests pass
* add tests
* finalize tests
* implement thoms suggestions
* add first version of test
* make first tests work
* make retriever platform agnostic
* naming
* style
* add legacy index URL
* docstrings + simple retrieval test for distributed
* clean model api
* add doc_ids to retriever's outputs
* fix retrieval tests
* finish model outputs
* finalize model api
* fix generate problem for rag
* fix generate for other modles
* fix some tests
* save intermediate
* set generate to default
* big refactor generate
* delete rag_api
* correct pip faiss install
* fix auto tokenization test
* fix faiss install
* fix test
* move the distributed logic to examples
* model page
* docs
* finish tests
* fix dependencies
* fix import in __init__
* Refactor eval_rag and finetune scripts
* start docstring
* add psutil to test
* fix tf test
* move require torch to top
* fix retrieval test
* align naming
* finish automodel
* fix repo consistency
* test ragtokenizer save/load
* add rag model output docs
* fix ragtokenizer save/load from pretrained
* fix tokenizer dir
* remove torch in retrieval
* fix docs
* fixe finetune scripts
* finish model docs
* finish docs
* remove auto model for now
* add require torch
* remove solved todos
* integrate sylvains suggestions
* sams comments
* correct mistake on purpose
* improve README
* Add generation test cases
* fix rag token
* clean token generate
* fix test
* add note to test
* fix attention mask
* add t5 test for rag
* Fix handling prefix in finetune.py
* don't overwrite index_name
Co-authored-by: Patrick Lewis <plewis@fb.com>
Co-authored-by: Aleksandra Piktus <piktus@devfair0141.h2.fair>
Co-authored-by: Aleksandra Piktus <piktus@learnfair5102.h2.fair>
Co-authored-by: Aleksandra Piktus <piktus@learnfair5067.h2.fair>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Quentin Lhoest <lhoest.q@gmail.com>
* [testing] switch to a new TestCasePlus + get_auto_remove_tmp_dir() for auto-removal of tmp dirs
* respect after=True for tempfile, simplify code
* comments
* comment fix
* put `before` last in args, so can make debug even faster
* Moving rom transformers statements to relative imports in some files under src/
* Import order
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
