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* Add example for callback registry

Resolves: #9036

* Update callback registry documentation

* Added comments for other ways to register callback

* Documentation about loading a fast tokenizer within Transformers

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

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

* Refactor AutoModel classes and add Flax Auto classes

* Add new objects to the init

* Fix hubconf and sort models

* Fix TF tests

* Missing coma

* Update src/transformers/models/auto/auto_factory.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Fix init

* Fix dummies

* Other init to fix
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Pin docutils

* Versions table

double : prevents code-block section to be rendered, so made it single :

* added new notebook and merge of trainer

* Update docs/source/sagemaker.md
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

*negative* log-likelihood

* closes #10258

* typo

* reworked deberta test

* implemented the comments from BigBird01 regarding sequence pair encoding of deberta

* Update style

* VOCAB_FILES_NAMES is now a oneliner as suggested by @sgugger
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* added #fmt: on as requested by @sgugger

* Style
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Squash all commits into one

* Update ViTFeatureExtractor to use image_utils instead of torchvision

* Remove torchvision and add Pillow

* Small docs improvement

* Address most comments by @sgugger

* Fix tests

* Clean up conversion script

* Pooler first draft

* Fix quality

* Improve conversion script

* Make style and quality

* Make fix-copies

* Minor docs improvements

* Should use fix-copies instead of manual handling

* Revert "Should use fix-copies instead of manual handling"

This reverts commit fd4e591bce4496d41406425c82606a8fdaf8a50b.

* Place ViT in alphabetical order
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* use bisect to add one token to unique_no_split_tokens

* fix style

* Update optimization.py

Fix documentation to reflect optimal settings for Adafactor

* update and expand on the recommendations

* style

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* flip scale_parameter to True for the 2nd recommendatoin
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>

* Add initial script for finetuning MLM models with accelerate

* Add evaluation metric calculation

* Fix bugs

* Use no_grad on evaluation

* update script docstring

* Update examples/language-modeling/run_mlm_no_trainer.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* PR feedback

* Fix CI failure

* Update examples/language-modeling/run_mlm_no_trainer.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

In the group by length documentation length is misspelled as legnth

* Replace is_sagemaker_distributed_available

* Merge SageMakerTrainer into Trainer

* Test with shorter condition

* Put back deleted line

* Deprecate SageMakerTrainer and SageMakerTrainingArguments

* Apply suggestions from code review
Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com>
Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com>

* First third

* Styling and fix mistake

* Quality

* All the rest

* Treat %s and %d

* typo

* Missing )

* Apply suggestions from code review
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Add more metadata to the user agent

* Fix typo

* Use DISABLE_TELEMETRY

* Address review comments

* Use global env

* Add clean envs on circle CI

* wrong makefile command

* ddp test fix

* Fixed typos

* Removed legacy colab notebook from readme
Co-authored-by: WybeKoper <WybeKoper@users.noreply.github.com>

* add first code structures

* add all bert models

* add to init and docs

* correct docs

* make style

* added py7zr

* comment out check_min for sagemaker test

* added min version again

a fully qualified model.

We simply forgot to change the call for this one when this landed:
https://github.com/huggingface/transformers/pull/10888

It's odd that tests didn't catch that. Should we add some ?
(It's a pretty edgy test case, but it does run within the API).

* improved branch usage

* fixed grammar and comma

* fix checkpoint names

* auto model

* fix doc

* lets begin

* boom boom

* fix out proj in attn

* fix attention

* fix local attention

* add tokenizer

* fix imports

* autotokenizer

* fix checkpoint name

* cleanup

* more clean-up

* more cleanup

* output attentions

* fix attn mask creation

* fix imports

* config doc

* add tests

* add slow tests

* quality

* add conversion script

* copyright

* typo

* another bites the dust

* fix attention tests

* doc

* add embed init in convert function

* fix copies

* remove tokenizer

* enable caching

* address review comments

* improve config and create attn layer list internally

* more consistent naming

* init hf config from mesh-tf config json file

* remove neo tokenizer from doc

* handle attention_mask in local attn layer

* attn_layers => attention_layers

* add tokenizer_class in config

* fix docstring

* raise if len of attention_layers is not same as num_layers

* remove tokenizer_class from config

* more consistent naming

* fix doc

* fix checkpoint names

* fp16 compat

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* save intermediate

* finish first version

* delete some more

* improve import

* fix roberta

* Update src/transformers/modeling_flax_pytorch_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/modeling_flax_pytorch_utils.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* small corrections

* apply all comments

* fix deterministic

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

* init

* first working test

* added todo for setup.py

* working test for single node multi node ddp and smd

* added tensorflow single node test

* added directory for pytorch and tensorflow due to different requirements.txt

* added directory for pytorch and tensorflow

* added comment for run_glue until it is available

* added output_dir to it

* smaller dataset to make test running faster

* adjust HP and script

* adjusted parameter for tensorflow

* refactored test scripts

* adjusted make file

* init

* first working test

* added todo for setup.py

* working test for single node multi node ddp and smd

* added tensorflow single node test

* added directory for pytorch and tensorflow due to different requirements.txt

* added directory for pytorch and tensorflow

* added comment for run_glue until it is available

* added output_dir to it

* smaller dataset to make test running faster

* adjust HP and script

* adjusted parameter for tensorflow

* refactored test scripts

* adjusted make file

* updated dlc container

* commented in all tests

* added both ecr images

* added new master branches

* debug

* added new datasets version

* init

* strange rebase bug

* removed changes

* changed min version for tests to work

* updated DLC

* added model parallel test

* removed test files

* removed test files

* tested with ned dlc

* added correct sagemaker sdk version

* adjust DLCs for official one

* reworked tests

* quality

* removed default profile added documentation to it

* added step in release for sagemaker tests

* reverted version for example script removed duplicated script and added install from master to requirements.txt

* removed mistaken .DS_Stores from mac

* fixed tests

* added Sylvains feedback

* make style

* added lysandre's feedback