Commit Graph

1590 Commits

Author SHA1 Message Date
Zhi Zheng
dbfeffd7c9
Update add_new_pipeline.mdx (#18224)
fix typo
2022-07-21 07:55:30 +02:00
Steven Liu
ff56b8fbff
Add custom config to quicktour (#18115)
* 📝 first draft of new quicktour

* make style

* 🖍 edit and review

* 🖍 small fixes

* 🖍 only add custom config section

* 🖍 use autoclass instead
2022-07-20 12:23:03 -05:00
Raghavan
dcec4c4387
Adding OPTForSeqClassification class (#18123)
* Adding OPTForSeqClassification class

* Fix import issues

* Add documentation for optforseqclassification

* Remove checkout

* fix failing tests

* fix typo

* Fix code formatting

* Incorporating the PR feedbacks

* Incorporate PR Feedbacks

* Fix failing test and add new test for multi label setup

* Fix formatting issue

* Fix failing tests

* Fix formatting issues

* Fix failing tests

* Fix failing tests

* Fix failing tests

* Fix failing tests

* PR feedback
2022-07-20 10:14:21 +02:00
Sylvain Gugger
dc9147ff36
Custom pipeline (#18079)
* Initial work

* More work

* Add tests for custom pipelines on the Hub

* Protect import

* Make the test work for TF as well

* Last PyTorch specific bit

* Add documentation

* Style

* Title in toc

* Bad names!

* Update docs/source/en/add_new_pipeline.mdx

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

* Auto stash before merge of "custom_pipeline" and "origin/custom_pipeline"

* Address review comments

* Address more review comments

* Update src/transformers/pipelines/__init__.py

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

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2022-07-19 12:02:35 +02:00
Nicola Procopio
8e445ca51d
Translation/training: italian translation training.mdx (#17662)
* added training.mdx

* updated training.mdx

* updated training.mdx

* updated training.mdx

* updated _toctree.yml

* fixed typos after review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-07-18 19:21:07 +02:00
Nicola Procopio
c4cc894086
Translation italian: multilingual.mdx (#17768)
* added multilingual.mdx

* updated multilingual.mdx

* italian translation multilingual.mdx

* updated _toctree.yml

* fixed typos _toctree.yml

* fixed typos after review

* fixed error after review
2022-07-18 19:09:08 +02:00
Nicola Procopio
0a5b61d004
Added preprocessing.mdx italian translation (#17600)
* updated _toctree.yml

* added preprocessing

* updated preprocessing.mdx

* updated preprocessing.mdx

updated after review
2022-07-18 19:06:10 +02:00
gcheron
8c14b342aa
add ONNX support for LeVit (#18154)
Co-authored-by: Guilhem Chéron <guilhemc@authentifier.com>
2022-07-18 15:17:07 +02:00
Lysandre Debut
c1c79b0655
NLLB tokenizer (#18126)
* NLLB tokenizer

* Apply suggestions from code review - Thanks Stefan!

Co-authored-by: Stefan Schweter <stefan@schweter.it>

* Final touches

* Style :)

* Update docs/source/en/model_doc/nllb.mdx

Co-authored-by: Stefan Schweter <stefan@schweter.it>

* Apply suggestions from code review

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

* PR reviews

* Auto models

Co-authored-by: Stefan Schweter <stefan@schweter.it>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-07-18 08:12:34 -04:00
amyeroberts
8581a798c0
Add TF DeiT implementation (#17806)
* Initial TF DeiT implementation

* Fix copies naming issues

* Fix up + docs

* Properly same main layer

* Name layers properly

* Initial TF DeiT implementation

* Fix copies naming issues

* Fix up + docs

* Properly same main layer

* Name layers properly

* Fixup

* Fix import

* Fix import

* Fix import

* Fix weight loading for tests whilst not on hub

* Add doc tests and remove to_2tuple

* Add back to_2tuple
Removing to_2tuple results in many downstream changes needed because of the copies checks

* Incorporate updates in Improve vision models #17731 PR

* Don't hard code num_channels

* Copy PyTorch DeiT embeddings and remove pytorch operations with mask

* Fix patch embeddings & tidy up

* Update PixelShuffle to move logic into class layer

* Update doc strings - remove PT references

* Use NHWC format in internal layers

* Fix up

* Use linear activation layer

* Remove unused import

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Move dataclass to top of file

* Remove from_pt now weights on hub

* Fixup

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Amy Roberts <amyeroberts@users.noreply.github.com>
2022-07-13 18:04:08 +01:00
Wei
7ea6ccc2b3
Enable torchdynamo with torch_tensorrt(fx path) (#17765)
* enable fx2trt

* Update perf_train_gpu_one.mdx

* Update perf_train_gpu_one.mdx

* add lib check

* update

* format

* update

* fix import check

* fix isort

* improve doc

* refactor ctx manager

* fix isort

* black format

* isort fix

* fix format

* update args

* update black

* cleanups

* Update perf_train_gpu_one.mdx

* code refactor

* code refactor to init

* remove redundancy

* isort

* replace self.args with args

Co-authored-by: Stas Bekman <stas@stason.org>
2022-07-13 12:43:28 -04:00
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
varshith
91c4a3ab1a
Added Command for windows VENV activation in installation docs (#18008)
* Added command for windows VENV activation

* changed linux and macos  specification
2022-07-07 08:18:44 -04:00
Sylvain Gugger
1b749a7f8d
Sort doc toc (#18034)
* Add script to sort doc ToC

* Style and fixes

* Add check to quality job
2022-07-07 08:17:58 -04:00
Sylvain Gugger
2e90c3df8f
Doc to dataset (#18037)
* Link to the Datasets doc

* Remove unwanted file
2022-07-06 12:10:06 -04:00
NielsRogge
22edb68d49
Squash commits (#17981)
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-07-06 08:11:48 -04:00
Matthijs Hollemans
6cb19540c9
sort list of models (#18011) 2022-07-04 09:20:55 -04:00
amyeroberts
77ea5130a1
Add TF ResNet model (#17427)
* Rought TF conversion outline

* Tidy up

* Fix padding differences between layers

* Add back embedder - whoops

* Match test file to main

* Match upstream test file

* Correctly pass and assign image_size parameter

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Add in MainLayer

* Correctly name layer

* Tidy up AdaptivePooler

* Small tidy-up

More accurate type hints and remove whitespaces

* Change AdaptiveAvgPool

Use the AdaptiveAvgPool implementation by @Rocketknight1, which correctly pools if the output shape does not evenly divide by input shape c.f. 9e26607e22 (r900109509)

Co-authored-by: From: matt <rocketknight1@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Use updated AdaptiveAvgPool

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

* Make AdaptiveAvgPool compatible with CPU

* Remove image_size from configuration

* Fixup

* Tensorflow -> TensorFlow

* Fix pt references in tests

* Apply suggestions from code review - grammar and wording

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

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

* Add TFResNet to doc tests

* PR comments - GlobalAveragePooling and clearer comments

* Remove unused import

* Add in keepdims argument

* Add num_channels check

* grammar fix: by -> of

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

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* Remove transposes - keep NHWC throughout forward pass

* Fixup look sharp

* Add missing layer names

* Final tidy up - remove from_pt now weights on hub

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: matt <rocketknight1@gmail.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
2022-07-04 10:59:15 +01:00
Lysandre Debut
7b18702ca7
Add link to existing documentation (#17931) 2022-07-04 04:13:05 -04:00
Nouamane Tazi
b68d408f1b
add ONNX support for BLOOM (#17961)
* add onnx support for BLOOM

* use TYPE_CHECKING for type annotations

* fix past_shape for bloom (different from gpt2)

* use logical_or instead of `+` for onnx support

* bigger `atol_for_validation` for larger bloom models

* copied -> taken because it's no longer an exact copy

* remove "copied from" comment

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-07-01 10:44:42 -04:00
Billy Cao
cb42502410
Fix typo in perf_train_gpu_one.mdx (#17983) 2022-07-01 09:19:13 -04:00
Aaron Pham
49cd736a28
feat: add pipeline registry abstraction (#17905)
* feat: add pipeline registry abstraction

- added `PipelineRegistry` abstraction
- updates `add_new_pipeline.mdx` (english docs) to reflect the api addition
- migrate `check_task` and `get_supported_tasks` from
  transformers/pipelines/__init__.py to
  transformers/pipelines/base.py#PipelineRegistry.{check_task,get_supported_tasks}

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

* fix: update with upstream/main

chore: Apply suggestions from sgugger's code review

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

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

* chore: PR updates

- revert src/transformers/dependency_versions_table.py from upstream/main
- updates pipeline registry to use global variables

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

* tests: add tests for pipeline registry

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

* tests: add test for output warning.

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

* chore: fmt and cleanup unused imports

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

* fix: change imports to top of the file and address comments

Signed-off-by: Aaron Pham <29749331+aarnphm@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-30 12:11:08 -04:00
regisss
9cb7cef285
Add ONNX support for LayoutLMv3 (#17953)
* Add ONNX support for LayoutLMv3

* Update docstrings

* Update empty description in docstring

* Fix imports and type hints
2022-06-30 12:09:52 -04:00
Crystina
692e61e91a
Flax t5 Encoder (#17784)
* first draft adding Flax-t5-encoder and Flax-mt5-encoder

* imports

* after make fixup

* flax t5 encoder test

* black on test

* make fix-copies

* clean

* all_model_classes -> tuple

* clean test

* is_encoder_decoder=False in t5-enc tester

* remove file docstring before FlaxT5Encoder

* black

* isort

* commit suggestions on src/transformers/models/t5/modeling_flax_t5.py

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

* commit suggestions on src/transformers/models/t5/modeling_flax_t5.py

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

* Apply suggestions from code review

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

* remove _get_encoder_module

* self.decoder_seq_length -> self.encoder_seq_length as t5-enc does not have decoder

* bugfix - self.module_class is class itself, not instance;

* docs for mt5 and t5

* call -> __call__ in t5 doc

* FlaxMT5EncoderModel to TYPE_HINT

* run doc-builder to allow change the files

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-06-30 00:49:02 +02:00
Matthijs Hollemans
fbc7598bab
add MobileViT model (#17354)
* add MobileViT

* fixup

* Update README.md

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

* remove empty line

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

* use clearer variable names

* rename to MobileViTTransformerLayer

* no longer inherit from nn.Sequential

* fixup

* fixup

* not sure why this got added twice

* rename organization for checkpoints

* fix it up

* Update src/transformers/models/mobilevit/__init__.py

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

* Update src/transformers/models/mobilevit/configuration_mobilevit.py

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

* Update src/transformers/models/mobilevit/configuration_mobilevit.py

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

* Update src/transformers/models/mobilevit/configuration_mobilevit.py

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

* Update tests/models/mobilevit/test_modeling_mobilevit.py

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

* Update src/transformers/models/mobilevit/modeling_mobilevit.py

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

* Update src/transformers/models/mobilevit/modeling_mobilevit.py

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

* Update src/transformers/models/mobilevit/modeling_mobilevit.py

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

* Update src/transformers/models/mobilevit/modeling_mobilevit.py

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

* code style improvements

* fixup

* Update docs/source/en/model_doc/mobilevit.mdx

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

* Update docs/source/en/model_doc/mobilevit.mdx

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

* Update src/transformers/models/mobilevit/configuration_mobilevit.py

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

* Update src/transformers/models/mobilevit/configuration_mobilevit.py

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

* download labels from hub

* rename layers

* rename more layers

* don't compute loss in separate function

* remove some nn.Sequential

* replace nn.Sequential with new MobileViTTransformer class

* replace nn.Sequential with MobileViTMobileNetLayer

* fix pruning since model structure changed

* fixup

* fix doc comment

* remove custom resize from feature extractor

* fix ONNX import

* add to doc tests

* use center_crop from image_utils

* move RGB->BGR flipping into image_utils

* fix broken tests

* wrong type hint

* small tweaks

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-29 16:07:51 -04:00
StevenTang1998
3cff4cc587
Add MVP model (#17787)
* Add MVP model

* Update README

* Remove useless module

* Update docs

* Fix bugs in tokenizer

* Remove useless test

* Remove useless module

* Update vocab

* Remove specifying

* Remove specifying

* Add #Copied ... statement

* Update paper link

* Remove useless TFMvp

* Add #Copied ... statement

* Fix style in test mvp model

* Fix some typos

* Fix properties of unset special tokens in non verbose mode

* Update paper link

* Update MVP doc

* Update MVP doc

* Fix README

* Fix typos in docs

* Update docs
2022-06-29 09:30:55 -04:00
Aritra Roy Gosthipaty
a7eba83161
TF implementation of RegNets (#17554)
* chore: initial commit

Copied the torch implementation of regnets and porting the code to tf step by step. Also introduced an output layer which was needed for regnets.

* chore: porting the rest of the modules to tensorflow

did not change the documentation yet, yet to try the playground on the model

* Fix initilizations (#1)

* fix: code structure in few cases.

* fix: code structure to align tf models.

* fix: layer naming, bn layer still remains.

* chore: change default epsilon and momentum in bn.

* chore: styling nits.

* fix: cross-loading bn params.

* fix: regnet tf model, integration passing.

* add: tests for TF regnet.

* fix: code quality related issues.

* chore: added rest of the files.

* minor additions..

* fix: repo consistency.

* fix: regnet tf tests.

* chore: reorganize dummy_tf_objects for regnet.

* chore: remove checkpoint var.

* chore: remov unnecessary files.

* chore: run make style.

* Update docs/source/en/model_doc/regnet.mdx

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

* chore: PR feedback I.

* fix: pt test. thanks to @ydshieh.

* New adaptive pooler (#3)

* feat: new adaptive pooler

Co-authored-by: @Rocketknight1

* chore: remove image_size argument.

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

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

* Empty-Commit

* chore: remove image_size comment.

* chore: remove playground_tf.py

* chore: minor changes related to spacing.

* chore: make style.

* Update src/transformers/models/regnet/modeling_tf_regnet.py

Co-authored-by: amyeroberts <aeroberts4444@gmail.com>

* Update src/transformers/models/regnet/modeling_tf_regnet.py

Co-authored-by: amyeroberts <aeroberts4444@gmail.com>

* chore: refactored __init__.

* chore: copied from -> taken from./g

* adaptive pool -> global avg pool, channel check.

* chore: move channel check to stem.

* pr comments - minor refactor and add regnets to doc tests.

* Update src/transformers/models/regnet/modeling_tf_regnet.py

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

* minor fix in the xlayer.

* Empty-Commit

* chore: removed from_pt=True.

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: matt <rocketknight1@gmail.com>
Co-authored-by: amyeroberts <aeroberts4444@gmail.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-06-29 13:45:14 +01:00
Jerry Jiarui XU
6c8f4c9a93
Adding GroupViT Models (#17313)
* add group vit and fixed test (except slow)

* passing slow test

* addressed some comments

* fixed test

* fixed style

* fixed copy

* fixed segmentation output

* fixed test

* fixed relative path

* fixed copy

* add ignore non auto configured

* fixed docstring, add doc

* fixed copies

* Apply suggestions from code review

merge suggestions

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* resolve comment, renaming model

* delete unused attr

* use fix copies

* resolve comments

* fixed attn

* remove unused vars

* refactor tests

* resolve final comments

* add demo notebook

* fixed inconsitent default

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* rename stage->stages

* Create single GroupViTEncoderLayer class

* Update conversion script

* Simplify conversion script

* Remove cross-attention class in favor of GroupViTAttention

* Convert other model as well, add processor to conversion script

* addressing final comment

* fixed args

* Update src/transformers/models/groupvit/modeling_groupvit.py

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-06-28 20:51:47 +02:00
regisss
76d13de5ae
Add ONNX support for DETR (#17904) 2022-06-28 14:48:43 +02:00
Bill Ray
bfcd5743ee
In group_texts function, drop last block if smaller than block_size (#17908) 2022-06-28 08:34:55 -04:00
Matt
ee0d001de7
Add a TF in-graph tokenizer for BERT (#17701)
* Add a TF in-graph tokenizer for BERT

* Add from_pretrained

* Add proper truncation, option handling to match other tokenizers

* Add proper imports and guards

* Add test, fix all the bugs exposed by said test

* Fix truncation of paired texts in graph mode, more test updates

* Small fixes, add a (very careful) test for savedmodel

* Add tensorflow-text dependency, make fixup

* Update documentation

* Update documentation

* make fixup

* Slight changes to tests

* Add some docstring examples

* Update tests

* Update tests and add proper lowercasing/normalization

* make fixup

* Add docstring for padding!

* Mark slow tests

* make fixup

* Fall back to BertTokenizerFast if BertTokenizer is unavailable

* Fall back to BertTokenizerFast if BertTokenizer is unavailable

* make fixup

* Properly handle tensorflow-text dummies
2022-06-27 12:06:21 +01:00
rooa
d6b6fb9963
Add CodeGen model (#17443)
* Add CodeGen model

* Add missing key and switch order of super()

* Fix torch.ones init with uint8 instead of bool

* Address comments: copy statements and doc

* update tests

* remove old model parallel

* fix batch gen tests

* fix batch gen test

* update test_gpt2_sample_max_time

* fix codgen test and revert gpt2 test change

* Fix incorrect tie_word_embedding value, typo, URL

* Fix model order in README and styling

* Reorder model list alphabetically

* Set tie_word_embedding to False by default

* Apply suggestions from code review

* Better attn mask name & remove attn masked_bias

* add tokenizer for codegen

* quality

* doc tokenizer

* fix-copies

* add CodeGenTokenizer in converter

* make truncation optional

* add test for truncation

* add copyright

* fix-copies

* fix fast tokenizer decode

* Update src/transformers/models/codegen/tokenization_codegen.py

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

* increase vocab_size in tests

Co-authored-by: patil-suraj <surajp815@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-06-24 17:10:38 +02:00
Vishwas
c2c0d9db5f
Improve encoder decoder model docs (#17815)
* Copied all the changes from the last PR

* added in documentation_tests.txt

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

* Update docs/source/en/model_doc/encoder-decoder.mdx

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

* Update docs/source/en/model_doc/encoder-decoder.mdx

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

Co-authored-by: vishwaspai <vishwas.pai@emplay.net>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
2022-06-24 14:48:19 +02:00
Sijun He
7cf52a49de
Nezha Pytorch implementation (#17776)
* wip

* rebase

* all tests pass

* rebase

* ready for PR

* address comments

* fix styles

* add require_torch to pipeline test

* remove remote image to improve CI consistency

* address comments; fix tf/flax tests

* address comments; fix tf/flax tests

* fix tests; add alias

* repo consistency tests

* Update src/transformers/pipelines/visual_question_answering.py

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

* address comments

* Update src/transformers/pipelines/visual_question_answering.py

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

* merge

* wip

* wip

* wip

* most basic tests passes

* all tests pass now

* relative embedding

* wip

* running make fixup

* remove bert changes

* fix doc

* fix doc

* fix issues

* fix doc

* address comments

* fix CI

* remove redundant copied from

* address comments

* fix broken test

Co-authored-by: Sijun He <sijunhe@Sijuns-MacBook-Pro.local>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-06-23 12:36:22 -04:00
Leandro von Werra
6f29029b05
Improve performance docs (#17750)
* add skeleton files

* fix cpu inference link

* add hint to make clear that single gpu section contains general info

* add new files to ToC

* update toctree to have subsection for performance

* add "coming soon" to the still empty sections

* fix missing title

* fix typo

* add reference to empty documents

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-06-23 14:51:54 +02:00
Anugunj Naman
27e907386a
Fix Automatic Download of Pretrained Weights in DETR (#17712)
* added use_backbone_pretrained

* style fixes

* update

* Update detr.mdx

* Update detr.mdx

* Update detr.mdx

* update using doc py

* Update detr.mdx

* Update src/transformers/models/detr/configuration_detr.py

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-21 16:45:35 +02:00
mrbean
eb16be415a
add onnx support for deberta and debertav2 (#17617)
* add onnx support for debertav2

* debertav2 -> deberta-v2 in onnx features file

* remove causal lm

* add deberta-v2-xlarge to onnx tests

* use self.type().dtype() in xsoftmax

Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>

* remove hack for deberta

* remove unused imports

* Update src/transformers/models/deberta_v2/configuration_deberta_v2.py

Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>

* use generate dummy inputs

* linter

* add imports

* add support for deberta v1 as well

* deberta does not support multiple choice

* Update src/transformers/models/deberta/configuration_deberta.py

Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>

* Update src/transformers/models/deberta_v2/configuration_deberta_v2.py

Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>

* one line ordered dict

* fire build

Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>
2022-06-21 11:04:15 +02:00
Patrick von Platen
8fcbe275c3
Add UL2 (just docs) (#17740)
* Add UL2
Co-authored-by: Daniel Hesslow <Daniel.Hesslow@gmail.com>

* Correct naming

* sort better

* up

* apply sylvains suggestion
2022-06-21 10:24:50 +02:00
Rafael Zimmer
0d92798b45
Added translation of index.mdx to Portuguese Issue #16824 (#17565)
* Added translation of installation.mdx to Portuguese, as well
as default templates of _toctree.yml and _config.py

* [ build_documentation.yml ] - Updated doc_builder to build
documentation in Portuguese.
[ pipeline_tutorial.mdx ] - Created translation for the pipeline_tutorial.mdx.

* [ build_pr_documentation.yml ] - Added pt language to pr_documentation builder.

[ pipeline_tutorial.mdx ] - Grammar changes.

* [ accelerate.mdx ] - Translated to Portuguese the acceleration tutorial.

* [ multilingual.mdx ] - Added portuguese translation for multilingual tutorial.

[ training.mdx ] - Added portuguese translation for training tutorial.

* [ preprocessing.mdx ] - WIP

* Update _toctree.yml

* Adding Pré-processamento to _toctree.yml

* Update accelerate.mdx

* Nits and eliminate preprocessing file while it is ready

* [ index.mdx ] - Translated to Portuguese the index apresentation page.

* [ docs/source/pt ] - Updated _toctree.yml to match newest translations.

* Fix build_pr_documentation.yml

* Fix index nits

* nits in _toctree

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-06-17 20:06:05 -04:00
Sylvain Gugger
3981ee8650
Sort the model doc Toc Alphabetically (#17723) 2022-06-15 16:11:56 -04:00
Patrick von Platen
7f14839f55
[Wav2Vec2Conformer] Official release (#17709)
* [Wav2Vec2Conformer] Official release

* remove from not-in-readme
2022-06-15 18:34:15 +02:00
Hailey Schoelkopf
edb672ac5e
Add BloomForSequenceClassification and BloomForTokenClassification classes (#17639)
* add new bloom classes

* (feat) add bloom classification tests; make style

* style: change import in test

* add some typehints to bloom classes

* merge main into branch

* fix: input checking in bloom seq classification

* fix tests

* change model class tests

* fix few tests

- more tests should pass
- one test left

* make token classifier return hidden states

* style: make BLOOM typehints consistent

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2022-06-14 17:10:12 +02:00
jianan-gu
3b29c9fdb7
Extend Transformers Trainer Class to Enable PyTorch Torchscript for Inference (#17153)
* add jit mode option and model wrap

* Update src/transformers/training_args.py

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

* Update src/transformers/training_args.py

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

* refine code

* Update src/transformers/trainer.py

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

* Update src/transformers/trainer.py

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

* add ut and refine code

* code refine

* refine code

* add inference doc

* Update src/transformers/trainer.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update src/transformers/trainer.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* add cpu inference performance doc

* Update perf_infer_cpu.mdx

* Update perf_infer_cpu.mdx

* Update performance.mdx

* Update _toctree.yml

* refine jit func naming

* Update _toctree.yml

* Delete perf_infer_gpu_one.mdx

* Update perf_infer_cpu.mdx

* Update docs/source/en/perf_infer_cpu.mdx

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* add none check before jit

* Update docs/source/en/perf_infer_cpu.mdx

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

* Update docs/source/en/perf_infer_cpu.mdx

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas@stason.org>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-06-14 07:56:47 -04:00
Daniel Stancl
a72f1c9f5b
Add LongT5 model (#16792)
* Initial commit

* Make some fixes

* Make PT model full forward pass

* Drop TF & Flax implementation, fix copies etc

* Add Flax model and update some corresponding stuff

* Drop some TF things

* Update config and flax local attn

* Add encoder_attention_type to config

* .

* Update docs

* Do some cleansing

* Fix some issues -> make style; add some docs

* Fix position_bias + mask addition + Update tests

* Fix repo consistency

* Fix model consistency by removing flax operation over attn_mask

* [WIP] Add PT TGlobal LongT5

* .

* [WIP] Add flax tglobal model

* [WIP] Update flax model to use the right attention type in the encoder

* Fix flax tglobal model forward pass

* Make the use of global_relative_attention_bias

* Add test suites for TGlobal model

* Fix minor bugs, clean code

* Fix pt-flax equivalence though not convinced with correctness

* Fix LocalAttn implementation to match the original impl. + update READMEs

* Few updates

* Update: [Flax] improve large model init and loading #16148

* Add ckpt conversion script accoring to #16853 + handle torch device placement

* Minor updates to conversion script.

* Typo: AutoModelForSeq2SeqLM -> FlaxAutoModelForSeq2SeqLM

* gpu support + dtype fix

* Apply some suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* * Remove (de)parallelize stuff
* Edit shape comments
* Update README.md
* make fix-copies

* Remove caching logic for local & tglobal attention

* Apply another batch of suggestions from code review

* Add missing checkpoints
* Format converting scripts
* Drop (de)parallelize links from longT5 mdx

* Fix converting script + revert config file change

* Revert "Remove caching logic for local & tglobal attention"

This reverts commit 2a619828f6ddc3e65bd9bb1725a12b77fa883a46.

* Stash caching logic in Flax model

* Make side relative bias used always

* Drop caching logic in PT model

* Return side bias as it was

* Drop all remaining model parallel logic

* Remove clamp statements

* Move test files to the proper place

* Update docs with new version of hf-doc-builder

* Fix test imports

* Make some minor improvements

* Add missing checkpoints to docs
* Make TGlobal model compatible with torch.onnx.export
* Replace some np.ndarray with jnp.ndarray

* Fix TGlobal for ONNX conversion + update docs

* fix _make_global_fixed_block_ids and masked neg  value

* update flax model

* style and quality

* fix imports

* remove load_tf_weights_in_longt5 from init and fix copies

* add slow test for TGlobal model

* typo fix

* Drop obsolete is_parallelizable and one warning

* Update __init__ files to fix repo-consistency

* fix pipeline test

* Fix some device placements

* [wip]: Update tests -- need to generate summaries to update expected_summary

* Fix quality

* Update LongT5 model card

* Update (slow) summarization tests

* make style

* rename checkpoitns

* finish

* fix flax tests

Co-authored-by: phungvanduy <pvduy23@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: patil-suraj <surajp815@gmail.com>
2022-06-13 22:36:58 +02:00
Sijun He
66336dc183
Add Visual Question Answering (VQA) pipeline (#17286)
* wip

* rebase

* all tests pass

* rebase

* ready for PR

* address comments

* fix styles

* add require_torch to pipeline test

* remove remote image to improve CI consistency

* address comments; fix tf/flax tests

* address comments; fix tf/flax tests

* fix tests; add alias

* repo consistency tests

* Update src/transformers/pipelines/visual_question_answering.py

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

* address comments

* Update src/transformers/pipelines/visual_question_answering.py

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

* merge

* Update src/transformers/models/auto/modeling_auto.py

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

* merge

Co-authored-by: Sijun He <sijunhe@Sijuns-MacBook-Pro.local>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-13 07:49:44 -04:00
Martina Fumanelli
e0b58fb5ba
Translation/autoclass (#17615)
* Add Italian translation for autoclass_tutorial.mdx

* Fix synthesis

Co-authored-by: martina.fumanelli <martina.fumanelli@MBP-di-martinafumanelli.local>
2022-06-09 20:56:44 -04:00
Sylvain Gugger
29080643eb
Mention in the doc we drop support for fairscale (#17610) 2022-06-09 12:20:39 -04:00
regisss
e0be053e43
Add ONNX support for ConvNeXT (#17627) 2022-06-09 09:31:02 -04:00
regisss
5323094a22
Add ONNX support for ResNet (#17585)
* Add ONNX support for ResNet

* Add ONNX test

* make fix-copies
2022-06-09 08:44:27 -04:00
Younes Belkada
ca2a55e9df
BLOOM (#17474)
* adding template

* update model

* model update

* update conf for debug model

* update conversion

* update conversion script

* update conversion script

* fix missing keys check

* add tests to test the tokenizer in the local machine

* Change variable name

* add tests on xnli dataset

* add more description

* add descriptions + clearer code

* clearer code

* adding new tests + skipping few tests because of env problems

* change comment

* add dtype on the configuration

* add test embeddings

* add hardcoded test

* fix dtype issue

* adding torch.float16 to config

* adding more metrics (min, max, mean)

* add sum

* now the test passes with almost equal

* add files for conversion - test passes on cpu  gpu

* add final changes

* cleaning code

* add new args in the docstring

* fix one liner function

* remove macros

* remove forward attention

* clean up init funtion

* add comments on the issue

* rm scale mask softmax

* do make style

* fix dtype in init

* fixing for loop on att probs

* fix style with black

* fix style + doc error

* fix and debug CI errors (docs + style)

* some updates

- change new operations
- finally add scaled softmax
- added new args in the config

* make use cache working

* add changes

- save sharded models
- final changes on the modeling script

* add changes

- comment on alibi
- add TODO on seq length

* test commit

- added a text to test the commit

Co-authored-by: thomasw21 <24695242+thomasw21@users.noreply.github.com>

* final changes

- attention mask change
- generation works on BS176b

Co-authored-by: thomasw21 <24695242+thomasw21@users.noreply.github.com>

* changes - model + conversion

* move to correct dir

* put ,

* fex fixes

* fix tokenizer autodoc

* fix minor CI issues

* fix minor CI issues

* fix minor CI issues

* fix style issue

* fix minor import issues

* fix few issues

* remove def main on the test

* add require torch

* replace decorator with 'with'

* fix style

* change to bloom

* add quick fix tokenizer

* fix tokenizer file

* fix tokenizer

- merge tests
- small fixes

* fix import issue

* add bloom to readme

* fix consistency

* Update docs/source/en/model_doc/bloom.mdx

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

* Apply suggestions from code review

fix comment issues on file headers

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

* fix doc issue

* small fix - modeling test

* some changes

- refactor some code
- taking into account reviews
- more tests should pass
- removed pruning tests

* remove useless division

* more tests should pass

* more tests should pass

* more tests should pass

* let's try this one

-add alibi offset
- remove all permutes to make the grad operations work
- finger crossed

* refactor

- refactor code
- style changes
- add new threshold for test

* major changes

- change BLOOM to Bloom
- add quick doc on bloom.mdx
- move embeddings test on modeling test

* modify readme

* small fixes

* small fix

- better threshold for a test

* remove old test file from fetcher

* fix small typo

* major change

- change BloomLMHead to BloomForCausalLM

* remove onnx config

* major changes

- refactor the code
- remove asserts
- change tol for test

* make style

* small change

* adding a slow test + commenting old ones for now

* make style

* Apply suggestions from code review

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

* make style

* fix duplicates

* cleaning comments on config

* clean a bit conversion file

* refacor a bit modeling file

* refactor tokenizer file

* fix tokenization test issue

* fix tokenization issue #2

* fix tokenization issue second try

* fix test issue

* make style + add suggestions

* change test fetcher

* try this one

- slow tests should pass
- finger crossed

* possible final changes

* make style

* try fix padding side issue

* fix side

* fix padding issue

* fix ko-readme

* fix config auto

* cleaning modeling file

* keep bloom in caps in ko

* update config docs

* remove pretraining_pp

* remove model parallel

* update config

- add correct config files

* fix duplicates

* fix fetcher

* fix refactor issue

- remove divide function

* try to remove alibi

* small fixes

- fix alibi
- remove seq length
- refactor a bit the code

* put correct values

- fix bos and eos token ids

* fix attention mask loop

Co-authored-by: thomasw21 <24695242+thomasw21@users.noreply.github.com>

* small fixes:

- remove skip bias add

* small fixes

- fix typo in readme
- fix typos in config

* small changes

- remove a test
- add reconstruction test
- change config

* small changes

- change Scaled Softmax to BloomScaledSoftmax

* small fixes

- fix alibi dtype

* major changes

- removing explicit dtype when loading modules
- fixing test args (torch_dtype=auto)
- add dosctring

* fix readmes

* major changes

- now bloom supports alibi shifting
- refactor a bit the code
- better test tolerance now

* refactor a bit

* refactor a bit

* put correct name on test

* change docstring

* small changes

- fix docstring modeling
- fix test tolerance

* fix small nit

- take dtype from tensors in the conversion script

* minor fix

- fix mdx issue

* minor fix

- change config docstring

* forward contrib credits from PR14084

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* apply modifications

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* resolve softmax upcast

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update src/transformers/models/bloom/modeling_bloom.py

Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>

* final changes modeling

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Merge commit 'd156898f3b9b2c990e5963f5030a7143d57921a2'

* merge commit

* Apply suggestions from code review

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* apply suggestions

Apply suggestions from Stas comments
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Fix gradient checkpointing

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* add slow but exact

* add accelerate compatibility

Co-authored-by: Nicolas Patry <Narsil@users.noreply.github.com>

* forward contrib credits

Co-authored-by: thomasw21 <thomasw21@users.noreply.github.com>
Co-authored-by: sgugger <sgugger@users.noreply.github.com>
Co-authored-by: patrickvonplaten <patrickvonplaten@users.noreply.github.com>
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
Co-authored-by: LysandreJik <LysandreJik@users.noreply.github.com>

* Apply suggestions from code review

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

* fix torch device on tests

* make style

* Apply suggestions from code review

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

* fix nits

Co-authored-by: patrickvonplaten<patrickvonplaten@users.noreply.github.com>

* remove final nits

* fix doc

- add more details on the doc
- add links to checkpoints

* Update src/transformers/__init__.py

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

* Update src/transformers/models/bloom/modeling_bloom.py

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

* apply suggestions

Co-authored-by: sgugger <sgugger@users.noreply.github.com>

* put test torchscript to false

* Update src/transformers/models/bloom/modeling_bloom.py

Co-authored-by: justheuristic <justheuristic@gmail.com>

* fix alibi

- create alibi only once

* add small doc

* make quality

* replace torch.nn

* remove token type emb

* fix fused op + output bias

* add fused op

- now can control fused operation from config

* remove fused op

* make quality

* small changes

- remove unsed args on config
- removed bias gelu file
- make the model torchscriptable
- add torchscript slow tests

* Update src/transformers/models/bloom/modeling_bloom.py

* fix slow

* make style

* add accelerate support

* add bloom to deepspeed tests

* minor changes

* Apply suggestions from code review

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

* minor change

* slow tests pass

* Apply suggestions from code review

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

* Update docs/source/en/model_doc/bloom.mdx

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

* minor changes:

- change docstring
- add link to paper

Co-authored-by: Thomwolf <thomwolf@gmail.com>
Co-authored-by: Thomas Wolf <thomas@huggingface.co>
Co-authored-by: thomasw21 <24695242+thomasw21@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: sIncerass <sheng.s@berkeley.edu>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
Co-authored-by: Nicolas Patry <Narsil@users.noreply.github.com>
Co-authored-by: thomasw21 <thomasw21@users.noreply.github.com>
Co-authored-by: sgugger <sgugger@users.noreply.github.com>
Co-authored-by: patrickvonplaten <patrickvonplaten@users.noreply.github.com>
Co-authored-by: LysandreJik <LysandreJik@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: justheuristic <justheuristic@gmail.com>
Co-authored-by: Stas Bekman <stas@stason.org>
2022-06-09 12:00:40 +02:00
jianan-gu
34097b3304
Extend Transformers Trainer Class to Enable CPU AMP and Integrate Intel Extension for PyTorch (#17138)
* init PR

* fix import ipex

* minor fix on bf16

* refine optimizer

* refine args notes

* refine code

* refine ipex optimize args

* refine half_precision_backend

* black format

* isort format

* isort format files

* flake8 format

* doc builder format

* refine codes

* remove jit and optim bits

* black preview format

* Update src/transformers/trainer.py

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

* refine code

* refine notes

* Update src/transformers/trainer.py

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

* Update src/transformers/trainer.py

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

* code refine

* add ipex ut

* add performance cpu doc

* link to the cpu doc from main perf doc

* install ipex into CI's docker

* Update perf_train_cpu.mdx

* Update docs/source/en/perf_train_cpu.mdx

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update perf_train_cpu.mdx

* Update perf_train_cpu.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas@stason.org>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-06-08 09:41:57 -04:00
Sayak Paul
9d99489f2f
Add TFData2VecVision for semantic segmentation (#17271)
* feat: initial implementation of data2vec segmentation model in TF.

* chore: minor corrections to make the segmenter work.

* chore: removed unncessary files.

* chore: add tests and other modifications.

* fix: loss computation for segmentation.

* chore: remove unused variable.

* chore: formatting.

* added a dummy adaptive pooling layer.

* removed unnecessary file.

* potentially add identifiers to layer names.

* fix: layer naming.

* chore: removed unnecessary print.

* Skipping unneeded test

* chore: add logging to debug tolerance.

* fix: segmentation tests for tfdata2vecvision

* chore: make style.

* fix: layer names, assertion to be resolved.

* Bumping test tolerance a bit

* chore: bump the tol in PT test.

Co-authored-by: matt <rocketknight1@gmail.com>
2022-06-08 14:03:18 +01:00
Chan Woo Kim
119e3c0fc8
M-CTC-T Model (#16402)
* added cbs to notebooks, made copy-paste error fix in generation_utils

* initial push for mctc model

* mctc feature extractor done

* added processor, tokenizer and their tests for MCTC. Have added an MCTC modeling test, adjusting model code accordingly.

* added processor, tokenizer and their tests for MCTC. Have added an MCTC modeling test, adjusting model code accordingly.

* passing attention, now struggling to figure out how attention masks make sense here

* works when excluding attention masks. ask later how one would integrate attention maskshere

* bizarre configuration error (model prefix comes first in config dict json and messes up the order)

* all passing but bizzarre config dict ordering issue when to_dict

* passing all major tests

* feature extraction, processor, tokenizer added & tests passing

* style & consistency & other logistical fixes

* copy paste fix

* model after feature extraction working

* commiting final feature extraction results; need to fix normalization

* feature extraction passing tests; probably should add tests on the specific flashlight-copied functions?

* delete print ; format code a bit

* fixing tests

* passing major tests

* fixing styles

* completed tokenization test with real example; not sure if these values are entirely correct.

* last test fixes from local

* reverting accidentally included custom setup configs

* remove load tf weights; fix config error

* testing couldnt import featureextractor

* fix docs

* fix docs

* resolving comments

* style fixes

* style fixes

* Update to MCTCConv1dSubSampler

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

* relposemb fixes

* conv1d name issue; expecting config fail with paraentheses

* fix config issue

* fix config issue

* fix config issue

* change everything to MCTCT

* fixing naming change errors

* archive list

* copyrights and docs

* copyrights and docs

* copyrights and docs

* merge resolution

* move tests, fix to changed optionaldependency structure

* test directories changed

* fixing tests

* how to avoid tf tests?

* how to avoid tf tests?

* tests passing locally

* allow mctctprocessor imported any env

* allow mctctprocessor imported any env

* fixed second round of feedback, need to fix docs

* doc changes not being applied

* all fixed

* style fix

* feedback fixes

* fix copies and feature extraction style fix

* Update tests/models/visual_bert/test_modeling_visual_bert.py

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

* copy paste huggingface:main visual bert

* added eof newline to visual bert; all tests are passing otherwise

* fix slow tests by adding attention mask

* change model id to speechbrain

* make fix-copies

* fix readme unwanted deletes

* fixing readmes, make fix-copies

* consistent M-CTC-T naming

* Update src/transformers/models/mctct/__init__.py

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

* all fixed but variable naming

* adjust double quotes

* fixed variable names

* copyright and mr quilter

* Apply suggestions from code review

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

* correct slow tests

* make fix-copies

* Update src/transformers/models/mctct/configuration_mctct.py

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

* Update src/transformers/models/mctct/configuration_mctct.py

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

* m-ctc-t not mctct

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-08 00:33:07 +02:00
Vítor Fróis
706bb8364d
quicktour.mdx en -> pt translation (#17074)
* Quicktour Portuguese Translation

Translated quicktour.mdx until line 161

* Finished translating quicktour.mdx

Ready to upload and adjust eventual .mdx or translation mistakes.

* Add _toctree.yml and fix nits

* Fixed pt-br mdx syntax problem

Closed <frameworkcontent> instance

* Changed </frameworkcontent> line

* Copied missing block from english version of quicktour.mdx

* Reviwed the entire file once again. It should be working now.

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-06-07 17:35:05 -04:00
Omar U. Espejel
b118730745
Fix gendered sentence in Spanish translation(#17558) 2022-06-07 14:09:39 +02:00
Nicola Procopio
34a886fce3
Translation/italian: added pipeline_tutorial.mdx [Issue: #17459] (#17507)
* added toctree.yml file

* first translation

* added pipeline_tutorial.mdx translation

added pipeline_tutorial.mdx
updated _toctree.yml

* updated pipeline_tutorial.mdx

* updated _toctree.yml

Updated preprocessing and training

* updated preprocessing.mdx

start translation

* Update _toctree.yml

* Delete preprocessing.mdx

* Update _toctree.yml

* updated _toctree.yml

* added preprocessing

* Update _toctree.yml

* updated _toctree.yml

* undo

* Revert "undo"

This reverts commit 5d38d76875.

* Revert "Revert "undo""

This reverts commit 8aa0830b58.
2022-06-06 10:35:20 -04:00
Martina Fumanelli
f6ad0e0556
Add installation.mdx Italian translation (#17530)
* Add the Italian translation of the file installation.mdx and edit _toctree

* Add the Italian translation of the file installation.mdx and edit _toctree
2022-06-06 07:48:08 -04:00
Jonatas Grosman
4aed1dc81b
Adding the Portuguese version of the tasks/token_classification.mdx documentation (#17492)
* add tasks/token_classification pt doc structure

* add tasks/token_classification pt doc translation

* add tasks/token_classification pt doc translation
2022-06-06 07:47:34 -04:00
Britney Muller
72f5b94984
Update index.mdx (#17547)
This PR updates our Expert Acceleration Program image with a new image featuring our experts.

This is similar to our Transformers/README.md image update that has proven to be successful.
2022-06-03 12:56:37 -05:00
Patrick Deutschmann
babeff5524
Add support for Perceiver ONNX export (#17213)
* Start adding perceiver support for ONNX

* Fix pad token bug for fast tokenizers

* Fix formatting

* Make get_preprocesor more opinionated (processor priority, otherwise tokenizer/feature extractor)

* Clean docs format

* Minor cleanup following @sgugger's comments

* Fix typo in docs

* Fix another docs typo

* Fix one more typo in docs

* Update src/transformers/onnx/utils.py

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

* Update src/transformers/onnx/utils.py

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

* Update src/transformers/onnx/utils.py

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-03 07:40:22 -04:00
Robert Dargavel Smith
5c17918fe4
Allow from transformers import TypicalLogitsWarper (#17477)
* Allow from transformers import TypicalLogitsWarper

* Added TypicalLogitsWarper

* Allow from transformers import TypicalLogitsWarper

* Allow from transformers import TypicalLogitsWarper

* Allow from transformers import TypicalLogitsWarper

* Allow from transformers import TypicalLogitsWarper

Added TypicalLogitsWarper

Allow from transformers import TypicalLogitsWarper

Allow from transformers import TypicalLogitsWarper

Allow from transformers import TypicalLogitsWarper
2022-06-03 11:08:35 +02:00
Sylvain Gugger
048dd73bba
Check list of models in the main README and sort it (#17517)
* Script for README

* Fix copies

* Complete error message
2022-06-02 08:10:08 -04:00
Anugunj Naman
84aaadd8c5
Adding LeViT Model by Facebook (#17466)
* levit files

* levit tests

* weights script

* weights script

* update

* style fixes

* few minor corrections

* Added teacher model

* edit docs

* fix-copies

* style fixes

* pr error resolved

* Update README.md

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

* Update docs/source/en/index.mdx

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

* Update docs/source/en/model_doc/levit.mdx

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

* Update docs/source/en/model_doc/levit.mdx

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

* Update docs/source/en/model_doc/levit.mdx

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

* Update docs/source/en/model_doc/levit.mdx

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

* Update src/transformers/__init__.py

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

* Update src/transformers/models/levit/__init__.py

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

* Update src/transformers/models/levit/configuration_levit.py

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

* Update src/transformers/models/levit/configuration_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* suggested pr changes

* style fixes

* minor bug

* update

* minor doc edit

* style

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update tests/models/levit/test_modeling_levit.py

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

* Update src/transformers/models/levit/modeling_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* residual layer readable

* style

* Update docs/source/en/model_doc/levit.mdx

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update src/transformers/models/levit/feature_extraction_levit.py

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

* Update src/transformers/models/levit/modeling_levit.py

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

* Update src/transformers/models/levit/modeling_levit.py

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

* Update src/transformers/models/levit/modeling_levit.py

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

* Update tests/models/levit/test_feature_extraction_levit.py

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

* change checkpoints and style

* update

* minor changes

* Update src/transformers/models/levit/modeling_levit.py

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

* Update src/transformers/models/levit/modeling_levit.py

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-01 17:06:20 +02:00
Ruihua Fang
4f38808e9e
Add OnnxConfig for SqueezeBert iss17314 (#17315)
* add onnx config for SqueezeBert

* add test for onnx config for SqueezeBert

* add automatically updated doc for onnx config for SqueezeBert

* Update src/transformers/onnx/features.py

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

* Update src/transformers/models/squeezebert/configuration_squeezebert.py

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

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2022-06-01 06:16:15 -04:00
Arthur
7822a9b7a7
Opt in flax and tf (#17388)
* initial commit

* add init file

* update globakl init

* update index and dummy objects

* style

* update modelling auto

* fix initi typo in src/transformers

* fix typo in modeling tf auto, opt was in wrong mapping name

* fixed a slow test : saved_model

* style

* fix positionnal embedding if no position id is provided

* update tf test

* update test flax requirements

* fixed serialization

* update

* update tf name to allow smooth convertion

* update flax tests

* style

* fix test typo

* fix tf typo test

* add xla for generate support in causal LM

* fixed bug

* cleaned tf tests

* style

* removed from PT for slow tests

* fix typp

* opt test as slow

* trying to fix GPT2 undefined

* correct documentation and add to test doc

* update tf doc

* fix doc

* fake commit

* Apply suggestions from code review

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* update test based on review

* merged main layer for functionning test

* fixup + quality

* Apply suggestions from code review

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

* update long comment

* make fix copies

Co-authored-by: Arthur <arthur@huggingface.co>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-31 18:41:22 +02:00
Martina Fumanelli
dfc38463b8
Setup for Italian translation and add quicktour.mdx translation (#17472)
* Setup for Italian translation and add first document

- Add 'it' folder for files translated into Italian
- Add _config.py and _toctree.yml files
- Add translation of quicktour.mdx

* Fix style issue of italian documentation files

* Add 'it' to the languages section in the .github/workflows

* Remove - installation from _toctree for Italian

* Translation for index file

- Add index to _toctree.yml
- Add translation of index.mdx

* Fix typo in docs/source/it/index.mdx

* Translate code comments in docs/source/it/_config.py

Co-authored-by: Martina Fumanelli <martinafumanelli@Martinas-MBP.homenet.telecomitalia.it>
2022-05-31 09:57:43 -04:00
Ritik Nandwal
5af38953bb
Added XLM onnx config (#17030)
* Add onnx configuration for xlm

* Add supported features for xlm

* Add xlm to models exportable with onnx

* Add xlm architecture to test file

* Modify docs

* Make code quality fixes
2022-05-31 09:26:06 -04:00
Omar U. Espejel
2ef09ecfb8
Fix nits (#17349) 2022-05-31 08:41:54 -04:00
Yhary Arias
2295bcaea8
Spanish translation of the file preprocessing.mdx (#16299)
* Spanish translation of the file training.mdx

* Settings - Spanish translation of the file training.mdx

* Latest changes to the Spanish translation of the training.mdx file

* Delete Hugging.mdx

* Last changes to the training fil Espanish version

* Latest modifications

* Latest changes, document ready for PR

* Nits

* Spanish translation of the preprocessing file

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Update docs/source_es/preprocessing.mdx

* Nits and add preprocessing to _toctree.yml

Co-authored-by: Yhary Arias <yharystefa@gmail.com>
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-26 07:28:14 -04:00
Juanjo do Olmo
8f46ac9849
Spanish translation of the files sagemaker.mdx and image_classification.mdx (#17262)
* Duplication of the source eng file

* Spanish translation of the file multilingual.mdx

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/multilingual.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Fix nits and finish translation

* Spanish translation of sagemaker.mdx

* Was deleted in main

* Security saving

* Complete translation of image_classification.mdx

* Nits

* nits

* Update docs/source/es/image_classification.mdx

* Add files to _toctree.yml

* Fix toctree and add tasks folder

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-25 19:10:16 -04:00
Joaq
5e7f085fcc
Added es version of bertology.mdx doc (#17255)
* added bertology es doc

* toctree fix

* Update docs/source/es/bertology.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/bertology.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/bertology.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* change position of bertology in _toctree.yml

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-25 18:46:53 -04:00
Jonatas Grosman
70484a8d74
Adding the Portuguese version of the tasks/sequence_classification.mdx documentation (#17352)
* add sequence_classification pt doc structure

* add Portuguese tasks/sequence_classification.mdx
2022-05-25 16:21:27 -04:00
Leandro von Werra
740a1574f1
fix link in performance docs (#17419) 2022-05-25 20:54:43 +02:00
Jason Phang
71e602725b
[WIP] Adding GPT-NeoX-20B (#16659)
* initial

* first try

* working 20B

* 20B tokenizers

* Docs

* Import fixes for missing classes

* Update docs, fixup

* black formatting

* isort

* flake

* dummy objects

* documentation

* Documentation yml

* more docs

* tweaks for tests

* tokenization auto

* fix neox tests

* test

* test

* einsum

* address PR feedback

* Documentation

* Update README.md

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

* Update src/transformers/models/gpt_neox/__init__.py

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

* Update src/transformers/models/gpt_neox/configuration_gpt_neox.py

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

* Apply suggestions from code review

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

* Remove undefined LaTeX syntax

* Update to full url to avoid confusion about if that's supposed to refer to the Hub

* fix auto

* move tests

* documentation fix

* more doc fixes

* test refactor

* fix import

* fix import

* fix import

* fix import

* fix import

* style fixes

* More modeling fixes

Co-authored-by: Jason Phang <zp489@gr057.hpc.nyu.edu>
Co-authored-by: Stella Biderman <stellabiderman@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-24 09:31:10 -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
Sylvain Gugger
56f50590d5
Use Accelerate in from_pretrained for big model inference (#17341)
* Initial work

* More or less finished with first draft

* Update src/transformers/modeling_utils.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update src/transformers/modeling_utils.py

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

* Fix randomly initialized weights

* Update src/transformers/modeling_utils.py

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

* Address review comments

* Rename DeepSpeed folder to temporarily fix the test issue?

* Revert to try if Accelerate fix works

* Use latest Accelerate release

* Quality and fixes

* Style

* Quality

* Add doc

* Test + fix

* More blocks

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2022-05-23 14:32:21 -04:00
Anugunj Naman
c86aad6110
Fix cvt docstrings (#17367) 2022-05-23 16:11:09 +02:00
ghlai9665
7b8cb26953
Correct & Improve Doctests for LayoutLMv2 (#17168)
* add inference example to LayoutLMv2ForQuestionAnswering, passing doctest

* add loss example to LayoutLMv2ForQuestionAnswering, passing doctest

* Add correct doctest for LayoutLMv2ForTokenClassification, passing doctest

* add correct doctest for LayoutLMv2ForSequenceClassification, passing test

* add correct doctest for LayoutLMv2Model, passing test

* make fixup

* fix to address review comments

* make style

* fix doctest line break issue, add to documentaiton_tests.txt, address review comments

* move comment about layoutlmv2 dependencies to the doc page

* format doc page as suggested

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

* delete extraneous backtick

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-23 08:02:31 -04:00
NielsRogge
adc0ff2502
Add CvT (#17299)
* Adding cvt files

* Adding cvt files

* changes in init file

* Adding cvt files

* changes in init file

* Style fixes

* Address comments from code review

* Apply suggestions from code review

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

* Format lists in docstring

* Fix copies

* Apply suggestion from code review

Co-authored-by: AnugunjNaman <anugunjjha@gmail.com>
Co-authored-by: Ayushman Singh <singhayushman13@protonmail.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-18 17:47:18 +02:00
Carl
d6b8e9cec7
Add trajectory transformer (#17141)
* Add trajectory transformer


Fix model init


Fix end of lines for .mdx files

Add trajectory transformer model to toctree

Add forward input docs

Fix docs, remove prints, simplify prediction test

Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Update docs, more descriptive comments

Apply suggestions from code review

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

Small comment update and add conversion script

Rebase and reformat

Fix copies

Fix rebase, remove duplicates

Fix rebase, remove duplicates

* Remove tapex

* Remove tapex

* Remove tapex
2022-05-17 19:07:43 -04:00
Cesare Campagnano
d9050dc768
[LED] fix global_attention_mask not being passed for generation and docs clarification about grad checkpointing (#17112)
* [LED] fixed global_attention_mask not passed for generation + docs clarification for gradient checkpointing

* LED docs clarification

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

* [LED] gradient_checkpointing=True should be passed to TrainingArguments

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

* [LED] docs: remove wrong word

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

* [LED] docs fix typo

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

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-05-17 23:44:37 +02:00
Jean Vancoppenolle
bad358398a
Add support for pretraining recurring span selection to Splinter (#17247)
* Add SplinterForSpanSelection for pre-training recurring span selection.

* Formatting.

* Rename SplinterForSpanSelection to SplinterForPreTraining.

* Ensure repo consistency

* Fixup changes

* Address SplinterForPreTraining PR comments

* Incorporate feedback and derive multiple question tokens per example.

* Update src/transformers/models/splinter/modeling_splinter.py

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

* Update src/transformers/models/splinter/modeling_splinter.py

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

Co-authored-by: Jean Vancoppenole <jean.vancoppenolle@retresco.de>
Co-authored-by: Tobias Günther <tobias.guenther@retresco.de>
Co-authored-by: Tobias Günther <github@tobigue.de>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-05-17 23:42:14 +02:00
Patrick von Platen
5a9957358c
Add Wav2Vec2Conformer (#16812)
* save intermediate

* add wav2vec2 conformer

* add more code

* more

* first test passes

* make all checkpoints work

* update

* up

* more clean ups

* save clean-up

* save clean-up

* save more

* remove bogus

* finalize design conformer

* remove vision

* finish all tests

* more changes

* finish code

* add doc tests

* add slow tests

* fix autoconfig test

* up

* correct docstring

* up

* update

* fix

* Apply suggestions from code review

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

* Update docs/source/en/model_doc/wav2vec2-conformer.mdx

* upload

* save copied from

* correct configs

* fix model outputs

* add to docs

* fix imports

* finish

* finish code

* correct copied from

* correct again

* correct make fix

* improve make fix copies

* save

* correct fix copy from

* correct init structure

* correct

* fix import

* apply suggestions

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
2022-05-17 00:43:16 +02:00
amyeroberts
f6a6388972
Add Tensorflow Swin model (#16988)
Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-16 22:19:53 +01:00
Kevin Zehnder
6cb7187324
docs(transformers): fix typo (#17263) 2022-05-16 17:04:30 -04:00
Sander Land
053a80c606
logging documentation update (#17174)
* logging documentation

* style

Co-authored-by: Sander Land <sander@chatdesk.com>
2022-05-16 16:47:28 -04:00
Sylvain Gugger
ddb1a47ec8
Automatically sort auto mappings (#17250)
* Automatically sort auto mappings

* Better class extraction

* Some auto class magic

* Adapt test and underlying behavior

* Remove re-used config

* Quality
2022-05-16 13:24:20 -04:00
Stas Bekman
71abd3ade1
[WIP] [doc] performance/scalability revamp (#15723)
* [doc] performance/scalability revamp

* link the new docs

* no :

* mixed precision

* work on the first doc

* expand the main doc

* Trigger CI

* style

* revamp single GPU training section

* work on training performance

* remove files not used anymore or will be added later

* final touches

* fix rebase

* Add hardware section to toctree

* fix toctree again

* Apply suggestions from code review

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

* remove `fast_tokenizers` entry that was copied in rebase

* add warning about DP vs DDP

* remove todo

* Apply suggestions from code review

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

* fix missing closure of codeblock

* Update docs/source/en/perf_train_gpu_many.mdx

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

* sync with #16860

* update toc

Co-authored-by: leandro <leandro.vonwerra@spoud.io>
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-16 13:36:41 +02:00
Ignacio Talavera
ee393c009a
Guide to create custom models in Spanish (#17158)
* file copied and toctree updated

* Intro and configuration translated

* model section translated

* enter hotfix

* Translation over, correction pending

* Typos and corrections

* Update docs/source/es/create_a_model.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/create_a_model.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/create_a_model.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/create_a_model.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-13 16:19:29 -04:00
Gerardo Huerta Robles
16be422912
Translated version of model_sharing.mdx doc to spanish (#16184)
* Translated version of model_sharing to spanish

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Update docs/source_es/model_sharing.mdx

* Addind model sharing to _toctree.yml

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-13 16:18:46 -04:00
Fellip Silva Alves
f9024814e1
[ fast_tokenizers.mdx ] - Added translation to portuguese to tutorial (#17076)
* [ fast_tokenizers.mdx ] - Added translation to portuguese to tutorial

* Delete docs/source/pt-br directory

* [ fast_tokenizers.mdx ] - Continuing work on file

* [ fast_tokenizers.mdx ] - Continuing work on file

* Add fast tokenizers to _toctree.yml

* Eliminated config and toctree.yml

* Nits in fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-13 16:18:14 -04:00
Rafael Zimmer
85fc455972
Added translation of installation.mdx to Portuguese Issue #16824 (#16979)
* Added translation of installation.mdx to Portuguese, as well
as default templates of _toctree.yml and _config.py

* [ build_documentation.yml ] - Updated doc_builder to build
documentation in Portuguese.
[ pipeline_tutorial.mdx ] - Created translation for the pipeline_tutorial.mdx.

* [ build_pr_documentation.yml ] - Added pt language to pr_documentation builder.

[ pipeline_tutorial.mdx ] - Grammar changes.

* [ accelerate.mdx ] - Translated to Portuguese the acceleration tutorial.

* [ multilingual.mdx ] - Added portuguese translation for multilingual tutorial.

[ training.mdx ] - Added portuguese translation for training tutorial.

* [ preprocessing.mdx ] - WIP

* Update _toctree.yml

* Adding Pré-processamento to _toctree.yml

* Update accelerate.mdx

* Nits and eliminate preprocessing file while it is ready

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-13 07:55:44 -04:00
Sayak Paul
9f16a1cc13
Update data2vec.mdx to include a Colab Notebook link (that shows fine-tuning) (#17194)
* Update data2vec.mdx

* Update data2vec.mdx

* Update docs/source/en/model_doc/data2vec.mdx

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-12 10:22:00 -04:00
Younes Belkada
b971c769e8
Add OPT (#17088)
* First version - OPT model

* Final changes

- putting use cache to False

* few changes

- remove commented block

* few changes

- remove unecessary files

* fix style issues

* few changes

- remove a test file
- added the logits test

* Update src/transformers/models/auto/tokenization_auto.py

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

* add gen tests

* few changes

- rm mask filling example on docstring

* few changes

- remove useless args

* some changes

- more tests should pass now
- needs to clean more
- documentation still needs to be done

* fix code quality

* major changes

- change attention architecture to BART-like
- modify some tests
- style fix

* rm useless classes

- remove opt for:
- QA
- cond generation
- seq classif

* Removed autodoc calls to non-existant classes

TOkenizers are not implemented

* Update src/transformers/__init__.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/__init__.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/models/auto/modeling_tf_auto.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Replaced OPTTokeniser with GPT2 tokenizer

* added GPT2Tokenizer.from_pretrained("patrickvonplaten/opt_gpt2_tokenizer")

* Removed OPTTokenizer

* make style

* Make style replaces

``` ...).unsqueeze(```
by
``` >>>).unsqueeze(```

* make repo consistency

* Removed PretrainedOPTModel

* fix opt.mdx removed other heads

* fix init, removed 3 heads

* removed heads

* finished cleaning head

* removed seauence classif and question answering

* removed unused imports

* removed useless dummy object for QA, SC and CG

* removed tests for removed useless dummy object for QA, SC and CG

* Removed head_mask using encoder layers which don't exist

* fixed test

* fix line

* added OPT to toctree

* Updated model path with pushed weigths

* fix model path

* fixed code quality

* fixed embeddings and generation tests

* update paths

* clean comments

* removed OPTClassificationHead for sentence classification

* renamed hidden layer

* renamed num layers to standard num_hidden_layers

* num_attention_heads fix

* changes for 125m

* add first version for 125m

* add first version - flax

* add new version

* causal LM output

* replace output type with BaseModelOutputWithPastAndCrossAttentions

* revert working config from 150m to 350m

* clean

* removed decoder input ids

* fixed embed dim

* more embed_dim issues

* make style + removed enc_dec test

* update falx model

* removed troublesome copy

* added is_encoder_decoder=False to config

* added set_input emb fuinction to model class

* requires torch on embed test

* use head mask instead of decoder head mask input param solves a test

* 8 test remaining, update

* Updated create_and_check_decoder_model_past_large_inputs

* Make style

* update op tokenizer with condition

* make style

* See if I can push

* some clean up

* remove linear head hack

* save intermediate

* save correct attention

* add copied from from bart

* Update src/transformers/models/opt/modeling_opt.py

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

* fix part of the reviewss
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* same changes in naming / conversion

* correct mask

* more fixes

* delete FlaxOPT and TfOPT

* clean traces of Flax and Tf

* fix mask

* fixed positionnal embedding length when past key value is provoded

* get 125m, 6.7b to work

* Added do_layer_norm

* solved mismatch in load dictionnary

* clean up preapre opt input dict

* fixed past key value as bool

* fix previus

* fixed return dict False tuple issue

* All tests are passing

* Make style

* Ignore OPTDecoder non tested

* make fix-copies

* make repo consistency

* small fix

* removed uselss @torch.no_grad decorator

* make styl;e

* fix previous opt test

* style

* make style

* added opt documentation

* update OPT_PRETRAINED_MODEL_ARCHIVE_LIST

* up

* more fixes

* model & config work

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* added comment on padding hack (+2)

* cleaup

* review update

* docstring for missing arg

* Update docs/source/en/model_doc/opt.mdx

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

* Update docs/source/en/model_doc/opt.mdx

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

* Update docs/source/en/model_doc/opt.mdx

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

* Update src/transformers/models/opt/__init__.py

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

* update pretrained map

* update path and tests

* make style

* styling

* make consistency

* add gpt2 tok new

* more tok fixes

* Update src/transformers/models/auto/tokenization_auto.py

* Update docs/source/en/model_doc/opt.mdx

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

* Update docs/source/en/model_doc/opt.mdx

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

* Update docs/source/en/model_doc/opt.mdx

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update tests/models/opt/test_modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update src/transformers/models/opt/modeling_opt.py

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

* Update based on reviews

* Apply suggestions from code review

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

* make style

* make tokenizer auto tests pass

* apply Lysandre suggestion

* finish tests

* add some good tokenizer tests

* improve docs slighly

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2022-05-12 12:24:35 +02:00
Omar U. Espejel
1a688709b3
Fix contents in index.mdx to match docs' sidebar (#17198)
* Fix contents in index.mdx to match docs' sidebar

* Eliminates api section from contents
2022-05-12 02:37:13 -05:00
Omar Sanseviero
b17b78897b
Fix style error in Spanish docs (#17197) 2022-05-12 08:51:46 +02:00
Omar U. Espejel
1a66a6c677
Translate index.mdx (to ES) and add Spanish models to quicktour.mdx examples (#16685)
* Change nits in Spanish for quicktour.mdx

- Add tasks names in English too.
- Fix small nits in Spanish

* Translate index.mdx to Spanish

* Translate body of index.
* Translated the compatible models list (not the papers´ names). Since this should not be updated manually, I can come back to the original text.

* Add models and a  dataset for Spanish in the code exmaples

* Replaced the English models to Spanish versions.

* Add index to _toctree.yml and fix Spanish

* Fix double ““ error

* Change negative example in ASR example

* make style

* Debug style in quicktour.mdx
2022-05-11 23:35:07 -05:00
Jorge Loayza R
e2d678b71c
Documentation: Spanish translation of fast_tokenizers.mdx (#16882)
* Spanish translation of fast_tokenizers.mdx

* add fast_tokenizers to the spanish _toctree.yml

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/fast_tokenizers.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-11 22:25:44 -05:00
Joaq
ae82da2181
Added es version of language_modeling.mdx doc (#17021)
* Spanish version of language_modeling.mdx doc file

* modification to toctree.yml file

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Update docs/source/es/language_modeling.mdx

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* Correct position of Guías conceptuales

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-11 22:04:56 -05:00
jkmg
36ddcc0d35
Spanish translation of philosophy.mdx #15947 (#16922)
* adding philosophy.mdx translation to Spanish

* adding philosophy.mdx translation to Spanish

* Update docs/source/es/philosophy.mdx

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* Update docs/source/es/philosophy.mdx

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* philosophy translation to Spanish

* Update _toctree.yml

* Update _toctree.yml

* nits

Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
2022-05-11 20:47:50 -05:00
Amanpreet Singh
a10f61834d
[feat] Add FLAVA model (#16654)
* [WIP] Add FLAVA model

This PR aims to add [FLAVA](ihttps://arxiv.org/abs/2112.04482) model to the transformers repo.

Following checklist delineates the list of things to be done for this PR
to be complete:

[x] Flava init
[x] Flava base models
[x] Flava layers
[x] Flava Configs
[x] Flava encoders
[x] Flava pretraining models
[ ] Flava classification/retrieval models (To be added in a separate PR)
[x] Documentation updates 
[x] Imports updates 
[x] Argstring updates
[x] Flava pretrained checkpoints 
[x] Flava tests
[x] Flava processors 
[x] Sanity check
[x] Lint
2022-05-11 14:56:48 -07:00
hasan salim kanmaz
c33f6046c3
[WIP] Enable reproducibility for distributed trainings (#16907)
* add seed worker and set_deterministic_seed_for_cuda function to enforce reproducability

* change function name to enable determinism, add docstrings, reproducability support for tf

* change function name to enable_determinism_for_distributed_training

* revert changes in set_seed and call set_seed within enable_full_determinism

* add one position argument for seed_worker function

* add full_determinism flag in training args and call enable_full_determinism when it is true

* add enable_full_determinism to documentation

* apply make fixup after the last commit

* Update src/transformers/training_args.py

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-05-11 09:37:13 -04:00
Jason Phang
48a8f3daa1
Add DebertaV2ForMultipleChoice (#17135) 2022-05-10 16:21:44 -04:00
Patrick Haller
259eeb6dab
Fixing the output of code examples in the preprocessing chapter (#17162) 2022-05-10 12:16:28 -04:00
Zachary Mueller
d719bcd46a
Fix all docs for accelerate install directions (#17145) 2022-05-09 15:45:18 -04:00
Sylvain Gugger
7783fa6bb3 Fix quality and repo consistency 2022-05-09 11:14:36 -04:00
Sourab Mangrulkar
05fc1766ff
PyTorch FSDP integration in Trainer (#17136)
* PyTorch FSDP integration in Trainer

* reformatting

make style and make quality are now compliant.

* Updating dependency check

* Trigger CI

Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
2022-05-09 20:40:56 +05:30
Manan Dey
dc3645dc9c
add mobilebert onnx configs (#17029)
* update docs of length_penalty

* Revert "update docs of length_penalty"

This reverts commit 466bf4800b.

* add mobilebert onnx config

* address suggestions

* Update auto.mdx

* Update __init__.py

* Update features.py
2022-05-09 10:36:53 -04:00
Ritik Nandwal
215e0681e4
Added BigBirdPegasus onnx config (#17104)
* Add onnx configuration for bigbird-pegasus

* Modify docs
2022-05-06 17:31:00 +02:00
Steven Liu
cad61b6839
Fix link to example scripts (#17103) 2022-05-05 15:20:27 -05:00
Daniel Espejel
db377a0b37
Added spanish translation of autoclass_tutorial. (#17069)
* Added spanish translation of autoclass_tutorial.
Added 'local' and 'title' fields for autoclass_tutorial.

* Fixed autoclass_tutorial title in _toctree.yml and autoclass_tutorial.mdx
2022-05-04 14:18:24 -05:00
Steven Liu
23619ef6b7
📝 open fresh PR for pipeline doctests (#17073) 2022-05-04 11:30:34 -05:00
Sayak Paul
049e791758
Add Data2Vec for Vision in TF (#17008)
* add utilities till TFData2VecVisionLayer.

* chore: pass window_size to attention layer.

* feat: add TFData2VecVisionRelativePositionBias.

* feat: initial implementation ready for tf data2vec.

* fix: relative position bias index, table to be fixed.

* chore: implementation added, tests remaining.

* add: tests, other PR files.

* fix: code quality.

* fix: import structure in init.

* chore: run make fix-copies.

* chore: address PR feedback (round I).

* chore: styling nit.

* fix: tests due to removal of to_2tuple().

* chore: rebase with upstream main and move the test.

* Update src/transformers/models/auto/modeling_tf_auto.py

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

* Update src/transformers/models/auto/modeling_tf_auto.py

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

* fix: layer call.

* chore: remove from_pt=True and rerun test.

* chore: remove cast and tf.divide.

* chore: minor edits to the test script.

* Update src/transformers/models/data2vec/modeling_tf_data2vec_vision.py

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* fix: expand() on TF tensors with broadcast_to().

* fix: test import.

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
2022-05-04 08:08:25 -04:00
Sylvain Gugger
a8fa2f91f4
Make Trainer compatible with sharded checkpoints (#17053)
* Make Trainer compatible with sharded checkpoints

* Add doc
2022-05-03 09:55:10 -04:00
Sanchit Gandhi
cd9274d010
[FlaxBert] Add ForCausalLM (#16995)
* [FlaxBert] Add ForCausalLM

* make style

* fix output attentions

* Add RobertaForCausalLM

* remove comment

* fix fx-to-pt model loading

* remove comment

* add modeling tests

* add enc-dec model tests

* add big_bird

* add electra

* make style

* make repo-consitency

* add to docs

* remove roberta test

* quality

* amend cookiecutter

* fix attention_mask bug in flax bert model tester

* tighten pt-fx thresholds to 1e-5

* add 'copied from' statements

* amend 'copied from' statements

* amend 'copied from' statements

* quality
2022-05-03 11:26:19 +02:00
Lysandre Debut
bb2e088be7
Allow all imports from transformers (#17050) 2022-05-02 12:47:39 -04:00
NielsRogge
1ac698744c
Add YOLOS (#16848)
* First draft

* Add YolosForObjectDetection

* Make forward pass work

* Add mid position embeddings

* Add interpolation of position encodings

* Add expected values

* Add YOLOS to tests

* Add integration test

* Support tiny model as well

* Support all models in conversion script

* Remove mid_pe_size attribute

* Make more tests pass

* Add model to README and fix config

* Add copied from statements

* Rename base_model_prefix to vit

* Add missing YOLOS_PRETRAINED_CONFIG_ARCHIVE_MAP

* Apply suggestions from code review

* Apply more suggestions from code review

* Convert remaining checkpoints

* Improve docstrings

* Add YolosFeatureExtractor

* Add feature extractor to docs

* Add corresponding tests

* Fix style

* Fix docs

* Apply suggestion from code review

* Fix bad rebase

* Fix some more bad rebase

* Fix missing character

* Improve docs and variable names

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-05-02 18:30:55 +02:00
Yih-Dar
ede5e04191
Add a check on config classes docstring checkpoints (#17012)
* Add the check

* add missing ckpts

* add a list to ignore

* call the added check script

* better regex pattern

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2022-04-30 10:40:46 +02:00
Sylvain Gugger
7152ed2bae
Result of new doc style with fixes (#17015)
* Result of new doc style with fixes

* Add last two files

* Bump hf-doc-builder
2022-04-29 17:42:15 -04:00
Mishig Davaadorj
cf8a7c2490
Update custom_models.mdx (#16964)
BertModelForSequenceClassification -> BertForSequenceClassification
2022-04-27 16:46:55 +02:00
Yang Ming
10dfa126b7
documentation: some minor clean up (#16850) 2022-04-26 16:56:08 -04:00
Krishna Sirumalla
aaee4038c3
Add onnx config for RoFormer (#16861)
* add roformer onnx config
2022-04-26 16:51:15 +02:00
Rushi Chaudhari
8246caf3eb
added deit onnx config (#16887)
* added deit onnx config
2022-04-25 20:50:45 +02:00
Patrick von Platen
3a71e94a92
Fix doc test quicktour dataset (#16929)
* fix doc test

* fix doc test

Co-authored-by: Patrick <patrick@pop-os.localdomain>
2022-04-25 16:26:59 +02:00
Patrick von Platen
72728be3db
[DocTests] Fix some doc tests (#16889)
* [DocTests] Fix some doc tests

* hacky fix

* correct
2022-04-23 08:40:14 +02:00
Thomas Chaigneau
ec81c11a18
Add OnnxConfig for ConvBERT (#16859)
* add OnnxConfig for ConvBert

Co-authored-by: ChainYo <t.chaigneau.tc@gmail.com>
2022-04-22 18:19:15 +02:00
Nicolas Patry
e789418ebe
Adding support for array key in raw dictionnaries in ASR pipeline. (#16827)
* Adding support for `array` key in raw dictionnaries in ASR pipeline.

* ES .

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Making it work by not popping `array` first.

* Black 22.3

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-04-21 14:39:10 +02:00
Stas Bekman
67ed0e43dc
[docs] fix url (#16860) 2022-04-20 11:01:24 -07:00
Yang Ming
ff06b17791
add DebertaV2 fast tokenizer (#15529)
Co-authored-by: alcinos <carion.nicolas@gmail.com>
Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>
Co-authored-by: Nicolas Carion <carion.nicolas@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-04-20 10:26:51 +02:00
Patrick von Platen
8d3f952adb
[Data2Vec] Add data2vec vision (#16760)
* save intermediate

* add vision

* add vision

* save

* finish models

* finish models

* continue

* finish

* up

* up

* up

* tests all pass

* clean up

* up

* up

* fix bugs in beit

* correct docs

* finish

* finish docs

* make style

* up

* more fixes

* fix type hint

* make style

* Apply suggestions from code review

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update tests/data2vec/test_modeling_data2vec_vision.py

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

* fix test

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-04-18 17:52:13 +02:00
Patrick von Platen
9a2995ee39
[Quicktour Audio] Improve && remove ffmpeg dependency (#16723)
* [Quicktour Audio] Improve && remove ffmpeg dependency

* final fix

* final touches
2022-04-18 16:50:13 +02:00
Patrick von Platen
b24201fa44
[Doctests] Fix all T5 doc tests (#16646)
* [Doctests] Fix all T5 doc tests

* make style

* Update docs/source/en/model_doc/t5.mdx

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

* Apply Sylvains comments

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-04-13 11:36:54 +02:00
Minh Chien Vu
9c9db751e2
add Bigbird ONNX config (#16427)
* add Bigbird ONNX config
2022-04-12 20:46:06 +02:00
Anmol Joshi
a315988bae
Moved functions to pytorch_utils.py (#16625)
* Moved functions to pytorch_utils.py

* isort formatting

* Reverted tf changes

* isort, make fix-copies

* documentation fix

* Fixed Conv1D import

* Reverted research examples file

* backward compatibility for pytorch_utils

* missing import

* isort fix
2022-04-12 12:38:50 -04:00
Sylvain Gugger
0711c45eae
Remove duplicate header (#16732) 2022-04-12 12:37:13 -04:00
Patrick von Platen
098b002644
[Doctests] Correct task summary (#16644) 2022-04-11 14:59:35 +02:00
Yih-Dar
8e93dc7eaf
Fix some doc examples in task summary (#16666)
* Fix some doc examples

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2022-04-11 11:20:03 +02:00
Steven Liu
7c5d79912a
Update audio examples with MInDS-14 (#16633)
*  update audio examples with minds dataset

* 🖍 make style

* 🖍 minor fixes for doctests
2022-04-08 15:55:42 -05:00
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
Francesco Saverio Zuppichini
af14c61973
RegNet (#16188)
* base model done

* make style

* done

* added files

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Trigger doc build

* resolved conversations

* resolved conversations

* seer models

* minor changes

* minor changes

* make fixup

* glob variables

* minor changes

* fix copies

* config when possibile

* resolved conflicts

* resolved conflicts

* resolved conflicts

* CI

* conversion script for 10b param

* fixed for 10b model

* minor updates in the doc + make style

* removed unused code

* Apply suggestions from code review

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

* removed unused code

* removed unused code

* updated modeling_utils from main

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
2022-04-07 21:58:00 +02:00
Joao Gante
3f43d824b9
TF generate refactor - Beam Search (#16374)
* refactor TF beam search

* refactored generate can now properly use attention masks

* add force bos/eos logit processors
2022-04-06 18:19:34 +01:00
Patrick von Platen
c65633156b
[Speech2Text Doc] Fix docs (#16611)
* [Speech2Text Doc] Fix docs

* apply ydshiehs suggestions
2022-04-06 14:19:00 +02:00
Patrick von Platen
0bf18643f4
[Minds14] Correct quicktour (#16626) 2022-04-06 11:27:11 +02:00
Sylvain Gugger
208f4c109a Quality 2022-04-05 14:12:01 -04:00
Steven Liu
f553c3ce4c
Update summary of the tasks (#16528)
* 📝 add image/vision classification and asr

* 🖍 minor formatting fixes

* Fixed a typo in legacy seq2seq_trainer.py (#16531)

* Add ONNX export for BeiT (#16498)

* Add beit onnx conversion support

* Updated docs

* Added cross reference to ViT ONNX config

* call on_train_end when trial is pruned (#16536)

* Type hints added (#16529)

* Fix Bart type hints (#16297)

* Add type hints to PLBart PyTorch

* Remove pending merge conflicts

* Fix PLBart Type Hints

* Add changes from review

* Add VisualBert type hints (#16544)

* Adding missing type hints for mBART model (PyTorch) (#16429)

* added type hints for mbart tensorflow tf implementation

* Adding missing type hints for mBART model 

Tensorflow Implementation model added with missing type hints

* Missing Type hints - correction

For TF model

* Code fixup using make quality tests

* Hint types - typo error

* make fix-copies and make fixup

* type hints

* updated files

* type hints update

* making dependent modesls coherent

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

* Remove MBart subclass of XLMRoberta in tokenzier docs (#16546)

* Remove MBart subclass of XLMRoberta in tokenzier

* Fix style

* Copy docs from MBart50 tokenizer

* Use random_attention_mask for TF tests (#16517)

* use random_attention_mask for TF tests

* Fix for TFCLIP test (for now).

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Improve code example (#16450)

Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>

* Pin tokenizers version <0.13 (#16539)

* Pin tokenizers version <0.13

* Style

* Add code samples for TF speech models (#16494)

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* [FlaxSpeechEncoderDecoder] Fix dtype bug (#16581)

* [FlaxSpeechEncoderDecoder] Fix dtype bug

* more fixes

* Making the impossible to connect error actually report the right URL. (#16446)

* Fix flax import in __init__.py: modeling_xglm -> modeling_flax_xglm (#16556)

* Add utility to find model labels (#16526)

* Add utility to find model labels

* Use it in the Trainer

* Update src/transformers/utils/generic.py

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* Quality

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* Enable doc in Spanish (#16518)

* Reorganize doc for multilingual support

* Fix style

* Style

* Toc trees

* Adapt templates

* 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

* add a test checking the format of `convert_tokens_to_string`'s output (#16540)

* add new tests

* add comment to overridden tests

* TF: Finalize `unpack_inputs`-related changes (#16499)

* Add unpack_inputs to remaining models

* removed kwargs to `call()` in TF models

* fix TF T5 tests

* [SpeechEncoderDecoderModel] Correct Encoder Last Hidden State Output (#16586)

* initialize the default rank set on TrainerState (#16530)

* initialize the default rank set on TrainerState

* fix style

* Trigger doc build

* Fix CI: test_inference_for_pretraining in ViTMAEModelTest (#16591)

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* add a template to add missing tokenization test (#16553)

* add a template to add missing tokenization test

* add cookiecutter setting

* improve doc

* Update templates/adding_a_missing_tokenization_test/README.md

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

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

* made _load_pretrained_model_low_mem static + bug fix (#16548)

* handle torch_dtype in low cpu mem usage (#16580)

* [Doctests] Correct filenaming (#16599)

* [Doctests] Correct filenaming

* improve quicktour

* make style

* Adding new train_step logic to make things less confusing for users (#15994)

* Adding new train_step logic to make things less confusing for users

* DO NOT ASK WHY WE NEED THAT SUBCLASS

* Metrics now working, at least for single-output models with type annotations!

* Updates and TODOs for the new train_step

* Make fixup

* Temporary test workaround until T5 has types

* Temporary test workaround until T5 has types

* I think this actually works! Needs a lot of tests though

* MAke style/quality

* Revert changes to T5 tests

* Deleting the aforementioned unmentionable subclass

* Deleting the aforementioned unmentionable subclass

* Adding a Keras API test

* Style fixes

* Removing unneeded TODO and comments

* Update test_step too

* Stop trying to compute metrics with the dummy_loss, patch up test

* Make style

* make fixup

* Docstring cleanup

* make fixup

* make fixup

* Stop expanding 1D input tensors when using dummy loss

* Adjust T5 test given the new compile()

* make fixup

* Skipping test for convnext

* Removing old T5-specific Keras test now that we have a common one

* make fixup

* make fixup

* Only skip convnext test on CPU

* Update src/transformers/modeling_tf_utils.py

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

* Update src/transformers/modeling_tf_utils.py

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

* Avoiding TF import issues

* make fixup

* Update compile() to support TF 2.3

* Skipping model.fit() on template classes for now

* Skipping model.fit() on template class tests for now

* Replace ad-hoc solution with find_labels

* make fixup

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

* Adding missing type hints for BigBird model   (#16555)

* added type hints for mbart tensorflow tf implementation

* Adding missing type hints for mBART model 

Tensorflow Implementation model added with missing type hints

* Missing Type hints - correction

For TF model

* Code fixup using make quality tests

* Hint types - typo error

* make fix-copies and make fixup

* type hints

* updated files

* type hints update

* making dependent modesls coherent

* Type hints for BigBird

* removing typos

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

* [deepspeed] fix typo, adjust config name (#16597)

* 🖍 apply feedback

Co-authored-by: Cathy <815244047@qq.com>
Co-authored-by: Jim Rohrer <jrohrer1@gmail.com>
Co-authored-by: Ferdinand Schlatt <fschlatt@gmail.com>
Co-authored-by: Dahlbomii <101373053+Dahlbomii@users.noreply.github.com>
Co-authored-by: Gunjan Chhablani <chhablani.gunjan@gmail.com>
Co-authored-by: Rishav Chandra Varma <rishavchandra.v16@iiits.in>
Co-authored-by: matt <rocketknight1@gmail.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>
Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Daniel Stancl <46073029+stancld@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
Co-authored-by: Karim Foda <35491698+KMFODA@users.noreply.github.com>
Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Andres Codas <andrescodas@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
Co-authored-by: Francesco Saverio Zuppichini <francesco.zuppichini@gmail.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-04-05 12:48:42 -05:00
Patrick von Platen
7ccacdf10f
[Doctests] Correct filenaming (#16599)
* [Doctests] Correct filenaming

* improve quicktour

* make style
2022-04-05 14:15:02 +02:00
Sylvain Gugger
b9a768b3ff
Enable doc in Spanish (#16518)
* Reorganize doc for multilingual support

* Fix style

* Style

* Toc trees

* Adapt templates
2022-04-04 10:25:46 -04:00
Jim Rohrer
9de70f213e
Add ONNX export for BeiT (#16498)
* Add beit onnx conversion support

* Updated docs

* Added cross reference to ViT ONNX config
2022-04-01 10:52:42 +02:00
Francesco Saverio Zuppichini
a8b6443e06
Refactor Modeling Outputs (#16341)
* first proposal

* replace model outputs in various models

* conflicts

* docstring

* update poolformer

* minor change in docstring

* CI

* removed poolformer specific outputs from doc

* removed convnext specific outputs from doc

* CI

* weird char in segformer

* conversations

* reverted docstring for BaseModelOutputWithPooling

* update outputs

* changed docstring in BaseModelOutput

* updated docstring in modeling outputs

* typos :)

* fixed typo after copy & paste it all around

* CI

* Apply suggestions from code review

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

* segformer

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-03-31 09:32:33 +02:00
Sayak Paul
5b40a37bc4
Add TF ViT MAE (#16255)
* ported TFViTMAEIntermediate and TFViTMAEOutput.

* added TFViTMAEModel and TFViTMAEDecoder.

* feat: added a noise argument in the implementation for reproducibility.

* feat: vit mae models with an additional noise argument for reproducibility.

Co-authored-by: ariG23498 <aritra.born2fly@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2022-03-29 18:24:15 +01:00
Wesley A. Cheng
875e07a9e3
[doc] Fix missing trainer import (#16469) 2022-03-29 18:57:43 +02:00
Wesley A. Cheng
3015d12bfb
fix wrong variable name (#16467) 2022-03-29 18:55:40 +02:00
Steven Liu
45abb37ac9
Remove duplicate mLuke (#16460)
* Remove duplicate mLuke

* 🖍 apply feedback
2022-03-29 10:34:30 -05:00
NielsRogge
979b039c89
Add DPT (#15991)
* First draft

* More improvements

* Add fusion blocks

* Make conversion script work for dpt_large

* Make conversion script work

* Improve implementation

* Improve conversion script

* Add DPTForSemanticSegmentation

* Make conversion work for semantic segmentation

* Add tests

* Remove print statements

* First draft

* Redesign neck

* Improve tests

* Improve implementation some more

* Make neck output list of tensors

* Improve neck and feature extractor

* Fix integration tests

* Make more tests pass

* Make all tests pass

* Add missing config archive map

* Add in_index attribute to make heads accept list of tensors

* 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

* Add copied from statements

* Remove assert

* Apply suggestions from code review

* Apply suggestions from code review

* Remove DPTInterpolate in favor of nn.Upsample

* Add comments

* Apply suggestions from code review

* Apply suggestions from code review

* Add proposed design

* Update design

* Add DPTReassembleLayer

* Add DPTFeatureFusionStage

* Apply more suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Fix rebase

* Update in_index and out_indices

* Fix conversion script

* Fix code quality

* Add model to toctree and use DepthEstimatorOutput

* Fix rebase

* Fix code examples

* Improve code

* Fix copied from statements

* Apply suggestions from code review

* Remove compute_loss method

* Apply suggestions from code review

* Fix documentation tests file

* Remove test.py file

* Improve doc example

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>
2022-03-28 16:28:10 +02:00
Sylvain Gugger
473709fc76
Use doc builder styler (#16412)
* Config update

* Use doc-builder styler

* Cleanup

* Adapt import

* We need it there too!
2022-03-28 07:45:18 -04:00
Kurian Benoy
c88ff66cc8
Fix broken links (#16113)
* Update marian.mdx

* Update marian.mdx

* Update docs/source/model_doc/marian.mdx

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

* Update marian.mdx

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2022-03-28 05:38:17 -04:00
Nathan Glenn
e02f95b229
remove references to PDF reading via PIL (#15293)
* fix confusing PIL instructions

As stated in the documentation
[here](https://pillow.readthedocs.io/en/stable/handbook/image-file-formats.html?highlight=pdf#write-only-formats),
PIL can only write PDF's, not read them. Remove references to reading
PDF's via PIL from this page to avoid confusion.

* mention PDF in doc examples using PIL

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

* Be explicit: PDFs must be converted to images

* fix formatting

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-03-28 05:00:29 -04:00
Steven Liu
b320d87ece
Create concept guide section (#16369)
*  create concept guide section

* 🖍 make fixup

* 🖍 apply feedback

Co-authored-by: Steven <stevhliu@gmail.com>
2022-03-25 14:51:43 -05:00
Daniel Stancl
ed2ee373d0
Add TF implementation of GPT-J (#15623)
* Initial commit

* Add TFGPTJModel

* Fix a forward pass

* Add TFGPTJCausalLM

* Add TFGPTJForSequenceClassification

* Add TFGPTJForQuestionAnswering

* Fix docs

* Deal with TF dynamic shapes

* Add Loss parents to models

* Adjust split and merge heads to handle 4 and 5-dim tensors

* Update outputs for @tooslow tests
2022-03-25 19:27:19 +00:00
lewtun
a97f3150c4
Add ONNX support for Blenderbot and BlenderbotSmall (#15875)
* Add ONNX support for Blenderbot

* Add BlenderbotSmall ONNX configuration

* Update serialization table
2022-03-25 17:04:43 +01:00
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
Sylvain Gugger
3a0f1684c3
Fix readme links and add CI check (#16392)
* Fix doc links in README

* Fix name

* Fix links in READMEs and doc index

* Error if there is something wrong so the CI knows
2022-03-24 11:59:09 -04:00
Thomas Chaigneau
029b0d95ed
add GPT-J ONNX config to Transformers (#16274)
* add GPT-J ONNX config to Transformers

* remove token-classification features mapping

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

* add question-answering features mapping

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

* add GPT2 config init to GPT2 config + copie shebang for fix-copies

Co-authored-by: ChainYo <t.chaigneau.tc@gmail.com>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2022-03-23 16:36:11 -04:00
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
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
Steven Liu
7732148124
Adopt framework-specific blocks for content (#16342)
*  refactor code samples with framework-specific blocks

*  update training.mdx

* 🖍 apply feedback
2022-03-22 16:14:58 -05:00
Omar Sanseviero
62cbd8423b
Fix code repetition in serialization guide (#16346) 2022-03-22 16:57:19 -04:00
NielsRogge
a2379b9257
[GLPN] Improve docs (#16331)
* Add link to notebook

* Add link

* Fix bug

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-03-22 15:45:29 +01:00
NielsRogge
0c55d47cde
Add GLPN (#16199)
* First draft

* Fix logits calculation

* Improve tests

* Add copied from statements

* Fix base_model_prefix

* Improve implementation, upload new models

* Update design

* Fix integration test

* Add model to README and toctree

* Add document image

* Apply suggestions from code review

* Apply suggestions from code review

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

* Add decoder_hidden_size attribute

* Update design of decoder

* Add DepthEstimatorOutput class

* Rename in_index to head_in_index and add feature extractor tests

* Apply suggestions from code review

* Apply suggestions from code review

* Update pretrained model name and add to doc tests

* Remove test.py script

* Update copied from statements and clean up

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-03-22 08:51:13 +01:00
Thomas Chaigneau
0aac9ba2da
Add Flaubert OnnxConfig to Transformers (#16279)
* Add Flaubert to ONNX to make it available for conversion.

* Fixed features for FlauBERT. fixup command remove flaubert to docs list.

Co-authored-by: ChainYo <t.chaigneau.tc@gmail.com>
2022-03-21 21:46:31 +01:00
Steven Liu
5a42bb431e
Update troubleshoot with more content (#16243)
* 📝 first draft

* 🖍 apply feedback
2022-03-21 11:37:18 -05:00
NielsRogge
fbb454307d
[SegFormer] Remove unused attributes (#16285)
* Remove unused attributes

* Add link to blog and add clarification about input size

* Improve readability of the code

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-03-21 17:34:10 +01:00
Gunjan Chhablani
3f0f75e497
Remove disclaimer from Longformer docs (#16296) 2022-03-21 10:05:47 -04:00
PolarisRisingWar
abf3cc7064
Fix a typo (add a coma) (#16291)
As mentioned: https://github.com/huggingface/transformers/issues/16277
2022-03-21 12:10:24 +00:00
Aflah
f393868073
Fixed Error Raised Due to Wrongly Accessing Training Sample (#16115)
* Update training.mdx

Fixed Error Raised Due to Wrongly Accessing Training Sample

* Ran make style

* Revert to Old Commit

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-03-21 12:54:54 +01:00
Sylvain Gugger
4ecb022eb1
Draft a guide with our code quirks for new models (#16237)
* Draft a guide with our code quirks for new models

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>

* Apply suggestions from code review

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

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-03-21 07:44:03 -04:00
Patrick von Platen
c1af180dfe
Add Slack notification support for doc tests (#16253)
* up

* up

* up

* fix

* yeh

* ups

* Empty test commit

* correct quicktour

* correct

* correct

* up

* up

* uP

* uP

* up

* up

* uP

* up

* up

* up

* up

* up

* up

* up

* up

* up

* up

* Update src/transformers/models/van/modeling_van.py

* finish

* apply suggestions

* remove folder

* revert to daily testing
2022-03-21 11:33:18 +01:00
Steven Liu
ffc319e7b8
Fix links in guides (#16182)
* 🖍 fix links in guides

* 🖍 apply feedback
2022-03-18 16:16:16 -05:00
Stas Bekman
47cccb5318
[Deepspeed] non-HF Trainer doc update (#16238) 2022-03-17 13:33:55 -07:00
Patrick von Platen
8a96b0f10a
[Generate Docs] Correct docs (#16133)
* [Generate Docs] Correct docs

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2022-03-17 20:05:28 +01:00
Francesco Saverio Zuppichini
667b823b89
Swin support for any input size (#15986)
* padding done

* correctly return one attention per layer

* almost correct, attentions are not flatten one tuple per stage

* tests green

* doc

* conversations

* reshaping hidden_states

* view in the test

* reshape_hidden_states in Encoder and Model

* new outputs with reshaped_hidden_states

* conversations

* doc

* Update docs/source/model_doc/swin.mdx

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

* Apply suggestions from code review

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

* conversations

* fix tests

* minor changes

* resolved conversations

* attentions one per stage

* typo

* typos

* typos

* function signature

* CI

* clean up tests

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-03-16 18:38:25 +01:00
Sylvain Gugger
4f4e5ddbcb
Framework split (#16030)
* First files

* More files

* Last files

* Style
2022-03-15 10:13:34 -04:00
Markus Sagen
bcaf566038
[Fix doc example] Fix first example for the custom_datasets tutorial (#16087)
* Fix inconsistent example variable naming

- Example code for a sequence classification in Tensorflow had spelling mistakes and incorrect and inconsistent naming
- Changed variable naming to be consistent with the two other TF examples

* Fix incorrect incorrect training examples
2022-03-15 08:17:51 -04:00
Francesco Saverio Zuppichini
0a057201a9
Visual Attention Network (VAN) (#16027)
* encoder works

* addded files

* norm in stage

* convertion script

* tests

* fix copies

* make fix-copies

* fixed __init__

* make fix-copies

* fix

* shapiro test needed

* make fix-copie

* minor changes

* make style + quality

* minor refactor conversion script

* rebase + tests

* removed unused variables

* updated doc

* toctree

* CI

* doc

* Apply suggestions from code review

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

* resolved conversations

* make fixup

* config passed to modules

* config passed to modules

* Apply suggestions from code review

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

* conversations

* conversations

* copyrights

* normal test

* tests

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-03-15 08:47:12 +01:00
Francesco Saverio Zuppichini
e3008c679f
[WIP] Resnet (#15770)
* first commit

* ResNet model correctly implemented.

basic modeling + weights conversion is done

removed unused doc

mdx file

doc and conversion script

added feature_extractor to auto

test

minor changes + style + quality

doc

test

Delete process.yml

A left over from my attempt of running circleci locally

* minor changes

* Apply suggestions from code review

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

* new test format

* minor changes from conversations

* minor changes from conversations

* make style + quality

* readded the tests

* test + README

* minor changes from conversations

* error in README

* make fix-copies

* removed regression for classification head

* make quality

* fixed loss control flow

* fixed loss control flow

* resolved conversations

* Apply suggestions from code review

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

* READMEs

* index.mdx

* minor changes

* updated tests and models

* unused import

* outputs

* Update docs/source/model_doc/resnet.mdx

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

* added embeddings_size

* Apply suggestions from code review

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

* conversation

* added push to hub

* test

* embedding_size

* make fix-copies

* resolved conversations

* CI

* changed organization

* minor changes

* CI

* minor changes

* conversations

* conversation

* doc

* tests

* removed unused docstring

* conversation

* removed unused outputs

* CI

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2022-03-14 19:57:55 +01:00
Omar Sanseviero
802984ad42
Fix and document Zero Shot Image Classification (#16079) 2022-03-14 08:50:36 +01:00
lewtun
6e1e88fd38
Add TFCamembertForCausalLM and ONNX integration test (#16073)
* Make Camembert great again!

* Add Camembert to TensorFlow ONNX tests
2022-03-14 08:40:42 +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
Steven Liu
ae2dd42be5
Audio/vision task guides (#15808)
* 📝 first draft of audio/vision guides

*  make fixup

* 🖍 fix typo

* 🖍 close parentheses

* 🖍 apply feedback

* 🖍 apply feedback, make fixup

* 🖍 more fixup for perceiver

* 🖍 apply feedback

*  make fixup

* 🖍 fix data collator
2022-03-11 16:43:49 -06:00
Steven Liu
5b4c97d09d
Update troubleshoot guide (#16001)
* 📝 first draft

* 🖍 apply feedback

* 🖍 apply feedback
2022-03-11 13:05:44 -06:00
Sylvain Gugger
f7708e1bed Force default brnahc name via the config 2022-03-11 10:09:15 -05:00
David S. Batista
96ac7549cb
updating fine-tune classifier documentation (#16063) 2022-03-10 16:21:56 -05:00
Patrick von Platen
6ce11c2c0f
[Docs] Improve PyTorch, Flax generate API (#15988)
* Move generate docs

* up

* Update docs/source/_toctree.yml

* correct

* correct some stuff

* correct tests

* more fixes

* finish generate

* add to doc stest

* finish

* finalize

* add warning to generate method
2022-03-10 11:54:45 +01:00
NielsRogge
0835119bf3
Add Document Image Transformer (DiT) (#15984)
* Add conversion script

* Improve script

* Fix bug

* Add option to push to hub

* Add support for classification models

* Update model name

* Upload feature extractor files first

* Remove hash checking

* Fix config

* Add id2label

* Add import

* Fix id2label file name

* Fix expected shape

* Add model to README

* Improve docs

* Add integration test and fix CI

* Fix code style

* Add missing init

* Add model to SPECIAL_MODULE_TO_TEST_MAP

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-03-10 11:34:44 +01:00
Sanchit Gandhi
b256f3518d
Add FlaxBartForCausalLM (#15995)
* add causal lm

* add CausalLM tests

* Add FlaxBartForCausalLM

* Add EncoderDecoder model tests

* change docstring

* make repo-consistency

* suggested changes

* remove jax ops

* correction

* rename pre-trained decoder model
2022-03-09 19:53:01 +01:00
lewtun
50dd314d93
Add ONNX export for ViT (#15658)
* Add ONNX support for ViT

* Refactor to use generic preprocessor

* Add vision dep to tests

* Extend ONNX slow tests to ViT

* Add dummy image generator

* Use model_type to determine modality

* Add deprecation warnings for tokenizer argument

* Add warning when overwriting the preprocessor

* Add optional args to docstrings

* Add minimum PyTorch version to OnnxConfig

* Refactor OnnxConfig class variables from CONSTANT_NAME to snake_case

* Add reasonable value for default atol

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-03-09 17:36:59 +01:00
Patrick von Platen
c1aaa43935
[Doctests] Move doctests to new GPU & Fix bugs (#15969)
* test

* up

* up

* Empty test commit

* up

* update tests

* up

* fix some vision models

* correct

* correct docs

* Trigger notification

* finalize

* check

* correct quicktour

* Apply suggestions from code review

* improve doctests

* Trigger Build

* next try

* next try

* and again

* Output current clone information

* Output current clone information

* Correct path

* add tf round again

* revert to daily job

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
2022-03-09 13:09:56 +01:00
Steven Liu
38cc35069c
Update training scripts docs (#15931)
* 📝 first draft

* 🖍 apply feedback

* 🖍 remove examples from toctree

* 🗑 remove examples from docs/source
2022-03-07 13:29:14 -06:00
Chan Woo Kim
5c6f57ee75
Constrained Beam Search [*With* Disjunctive Decoding] (#15761)
* added classes to get started with constrained beam search

* in progress, think i can directly force tokens now but not yet with the round robin

* think now i have total control, now need to code the bank selection

* technically works as desired, need to optimize and fix design choices leading to undersirable outputs

* complete PR #1 without disjunctive decoding

* removed incorrect tests

* Delete k.txt

* Delete test.py

* Delete test.sh

* revert changes to test scripts

* genutils

* full implementation with testing, no disjunctive yet

* shifted docs

* passing all tests realistically ran locally

* removing accidentally included print statements

* fixed source of error in initial PR test

* fixing the get_device() vs device trap

* fixed documentation docstrings about constrained_beam_search

* fixed tests having failing for Speech2TextModel's floating point inputs

* fix cuda long tensor

* added examples and testing for them and founx & fixed a bug in beam_search and constrained_beam_search

* deleted accidentally added test halting code with assert False

* code reformat

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

* fixing based on comments on PR

* took out the testing code that should but work fails without the beam search moditification ; style changes

* fixing comments issues

* docstrings for ConstraintListState

* typo in PhrsalConstraint docstring

* docstrings improvements

* finished adding what is sort of an opinionated implementation of disjunctive generation, but it revealed errors in inner beam search logic during testing.

* fixed bug found in constrained beam search that used beam_idx that were not global across all the batches

* disjunctive constraint working 100% correctly

* passing all tests

* Accidentally included mlruns

* Update src/transformers/generation_beam_constraints.py

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

* Update src/transformers/generation_beam_constraints.py

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

* complete overhaul of type complexities and other nits

* strict type checks in generate()

* fixing second round of feedback by narsil

* fixed failing generation test because of type check overhaul

* generation test fail fix

* fixing test fails

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-03-04 18:18:34 +01:00
Javier de la Rosa
01485ceec3
Add missing support for Flax XLM-RoBERTa (#15900)
* Adding Flax XLM-RoBERTa

* Add Flax to __init__

* Adding doc and dummy objects

* Add tests

* Add Flax XLM-R models autodoc

* Fix tests

* Add Flask XLM-RoBERTa to TEST_FILES_WITH_NO_COMMON_TESTS

* Update src/transformers/models/xlm_roberta/modeling_flax_xlm_roberta.py

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

* Update tests/xlm_roberta/test_modeling_flax_xlm_roberta.py

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

* Update tests/xlm_roberta/test_modeling_flax_xlm_roberta.py

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

* Remove test on large Flask XLM-RoBERTa

* Add tokenizer to the test

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-03-04 14:36:28 +01:00
Nicolas Patry
89c7d9cfba
Making MaskFormerForInstanceSegmentation. (#15934)
Small adjustments.

Adding in type hint.

Last fix ?

Only include the default dict thing, not the pipelines.
2022-03-04 13:56:15 +01:00
Li-Huai (Allan) Lin
7b3bd1f21a
Fix and improve REALM fine-tuning (#15297)
* Draft

* Add test

* Update src/transformers/models/realm/modeling_realm.py

* Apply suggestion

* Add block_mask

* Update

* Update

* Add block_embedding_to

* Remove no_grad

* Use AutoTokenizer

* Remove model.to overridding
2022-03-03 14:10:15 +01:00
Patrick von Platen
439de3f7f9
[Fix link in pipeline doc] (#15906) 2022-03-03 07:43:13 -05:00
Joao Gante
baab5e7cdf
TF generate refactor - Sample (#15793)
* Add TF logits wrappers 

* Add sample method

* add tests for TF logit wrappers

* TF generate sample tests now run on CPU

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
2022-03-02 16:13:54 +00:00
Francesco Saverio Zuppichini
d83d22f578
Maskformer (#15682)
* maskformer

* conflicts

* conflicts

* minor fixes

* feature extractor test fix

refactor MaskFormerLoss following conversation

MaskFormer related types should not trigger a module time import error

missed one

removed all the types that are not used

update config mapping

minor updates in the doc

resolved conversation that doesn't need a discussion

minor changes

resolved conversations

fixed DetrDecoder

* minor changes

minor changes

fixed mdx file

test feature_extractor return types

functional losses -> classes

removed the return type test for the feature extractor

minor changes + style + quality

* conflicts?

* rebase master

* readme

* added missing files

* deleded poolformers test that where in the wrong palce

* CI

* minor changes

* Apply suggestions from code review

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

* resolved conversations

* minor changes

* conversations

[Unispeech] Fix slow tests (#15818)

* remove soundfile old way of loading audio

* Adapt slow test

[Barthez Tokenizer] Fix saving (#15815)

[TFXLNet] Correct tf xlnet generate (#15822)

* [TFXLNet] Correct tf xlnet

* adapt test comment

Fix the push run (#15807)

Fix semantic segmentation pipeline test (#15826)

Fix dummy_inputs() to dummy_inputs in symbolic_trace doc (#15776)

Add model specific output classes to PoolFormer model docs (#15746)

* Added model specific output classes to poolformer docs

* Fixed Segformer typo in Poolformer docs

Adding the option to return_timestamps on pure CTC ASR models. (#15792)

* Adding the option to return_timestamps on pure CTC ASR models.

* Remove `math.prod` which was introduced in Python 3.8

* int are not floats.

* Reworking the PR to support "char" vs "word" output.

* Fixup!

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Update src/transformers/pipelines/automatic_speech_recognition.py

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

* Quality.

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

HFTracer.trace should use/return self.graph to be compatible with torch.fx.Tracer (#15824)

Fix tf.concatenate + test past_key_values for TF models (#15774)

* fix wrong method name tf.concatenate

* add tests related to causal LM / decoder

* make style and quality

* clean-up

* Fix TFBertModel's extended_attention_mask when past_key_values is provided

* Fix tests

* fix copies

* More tf.int8 -> tf.int32 in TF test template

* clean-up

* Update TF test template

* revert the previous commit + update the TF test template

* Fix TF template extended_attention_mask when past_key_values is provided

* Fix some styles manually

* clean-up

* Fix ValueError: too many values to unpack in the test

* Fix more: too many values to unpack in the test

* Add a comment for extended_attention_mask when there is past_key_values

* Fix TFElectra extended_attention_mask when past_key_values is provided

* Add tests to other TF models

* Fix for TF Electra test: add prepare_config_and_inputs_for_decoder

* Fix not passing training arg to lm_head in TFRobertaForCausalLM

* Fix tests (with past) for TF Roberta

* add testing for pask_key_values for TFElectra model

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

[examples/summarization and translation] fix readme (#15833)

Add ONNX Runtime quantization for text classification notebook (#15817)

Re-enable doctests for the quicktour (#15828)

* Re-enable doctests for the quicktour

* Re-enable doctests for task_summary (#15830)

* Remove &

Framework split model report (#15825)

Add TFConvNextModel (#15750)

* feat: initial implementation of convnext in tensorflow.

* fix: sample code for the classification model.

* chore: added checked for  from the classification model.

* chore: set bias initializer in the classification head.

* chore: updated license terms.

* chore: removed ununsed imports

* feat: enabled  argument during using drop_path.

* chore: replaced tf.identity with layers.Activation(linear).

* chore: edited default checkpoint.

* fix: minor bugs in the initializations.

* partial-fix: tf model errors for loading pretrained pt weights.

* partial-fix: call method updated

* partial-fix: cross loading of weights (4x3 variables to be matched)

* chore: removed unneeded comment.

* removed playground.py

* rebasing

* rebasing and removing playground.py.

* fix: renaming TFConvNextStage conv and layer norm layers

* chore: added initializers and other minor additions.

* chore: added initializers and other minor additions.

* add: tests for convnext.

* fix: integration tester class.

* fix: issues mentioned in pr feedback (round 1).

* fix: how output_hidden_states arg is propoagated inside the network.

* feat: handling of  arg for pure cnn models.

* chore: added a note on equal contribution in model docs.

* rebasing

* rebasing and removing playground.py.

* feat: encapsulation for the convnext trunk.

* Fix variable naming; Test-related corrections; Run make fixup

* chore: added Joao as a contributor to convnext.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* chore: corrected copyright year and added comment on NHWC.

* chore: fixed the black version and ran formatting.

* chore: ran make style.

* chore: removed from_pt argument from test, ran make style.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* fix: tests in the convnext subclass, ran make style.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* chore: moved convnext test to the correct location

* fix: locations for the test file of convnext.

* fix: convnext tests.

* chore: applied  sgugger's suggestion for dealing w/ output_attentions.

* chore: added comments.

* chore: applied updated quality enviornment style.

* chore: applied formatting with quality enviornment.

* chore: revert to the previous tests/test_modeling_common.py.

* chore: revert to the original test_modeling_common.py

* chore: revert to previous states for test_modeling_tf_common.py and modeling_tf_utils.py

* fix: tests for convnext.

* chore: removed output_attentions argument from convnext config.

* chore: revert to the earlier tf utils.

* fix: output shapes of the hidden states

* chore: removed unnecessary comment

* chore: reverting to the right test_modeling_tf_common.py.

* Styling nits

Co-authored-by: ariG23498 <aritra.born2fly@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>

* minor changes

* doc fix in feature extractor

* doc

* typose

* removed detr logic from config

* removed detr logic from config

* removed num_labels

* small fix in the config

* auxilary -> auxiliary

* make style

* some test is failing

* fix a weird char in config prevending doc-builder

* retry to fix the doc-builder issue

* make style

* new try to fix the doc builder

* CI

* change weights to facebook

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: ariG23498 <aritra.born2fly@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
2022-03-02 15:48:20 +01:00
Patrick von Platen
40040727ab
[Bart] Fix implementation note doc (#15879) 2022-03-02 10:24:32 +01:00
Michael Benayoun
4bfe75bd08
M2M100 support for ONNX export (#15193)
* Add M2M100 support for ONNX export

* Delete useless imports

* Add M2M100 to tests

* Fix protobuf issue
2022-03-02 10:03:14 +01:00
Steven Liu
6ccfa2170c
Inference for multilingual models (#15836)
* 📝 first draft for multilingual models

* 🖍 make style
2022-03-01 15:10:31 -06:00
NielsRogge
c008afea3c
Add link to notebooks (#15791)
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-03-01 17:44:20 +01:00
Patrick von Platen
9863f7d228
[Benchmark tools] Deprecate all (#15848)
* [Benchmark tools] Deprecate all

* up
2022-03-01 11:26:20 +01:00
Eduardo Gonzalez Ponferrada
df5a4094a6
Add Data2Vec (#15507)
* Add data2vec model cloned from roberta

* Add checkpoint conversion script

* Fix copies

* Update docs

* Add checkpoint conversion script

* Remove fairseq data2vec_text script and fix format

* Add comment on where to get data2vec_text.py

* Remove mock implementation cheat.py and fix style

* Fix copies

* Remove TF and Flax classes from init

* Add back copy from fairseq data2vec_text.py and fix style

* Update model name in docs/source/index.mdx to be CamelCase

* Revert model name in table to lower-case to get check_table test to pass

* Update src/transformers/models/data2vec/__init__.py

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

* Update src/transformers/models/data2vec/convert_data2vec_original_pytorch_checkpoint_to_pytorch.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update docs/source/model_doc/data2vec.mdx

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

* Update docs/source/model_doc/data2vec.mdx

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

* Update src/transformers/models/auto/configuration_auto.py

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

* Update src/transformers/models/data2vec/configuration_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update tests/test_modeling_data2vec.py

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

* Update src/transformers/models/data2vec/configuration_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update documentation

* Copy-paste Data2VecConfig from BertConfig

* Update config checkpoint to point to edugp/data2vec-nlp-base. Fix style and repo-consistency

* Update config special tokens to match RoBERTa

* Split multiple assertions and add individual error messages

* Rename Data2VecModel to Data2VecForTextModel

* Add Data2Vec to _toctree.yml

* Rename Data2VecEmbeddings to Data2VecForTextEmbeddings

* Add initial Data2VecForAudio model (unfinished). Only matching fairseq's implementation up to the feature encoder (before positional encoding).

* finish audio model

* finish audio file

* Update names and fix style, quality and repo consistency

* Remove Data2VecAudioForPretraining. Add tests for Data2VecAudio, mimicking the Wav2Vec2 test suite. Fix bias initilization in positional conv layers. Move back configurations for audio and text to separate files.

* add inputs to logits to data2vec'

* correct autio models

* correct config auto

* correct tok auto

* Update utils/tests_fetcher.py

* delete unnecessary files

* delete unnecessary files

* further renaming

* make all tests pass

* finish

* remove useless test file

* Update tests/test_modeling_common.py

* Update utils/check_repo.py

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

* Update src/transformers/models/data2vec/modeling_data2vec_text.py

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

* Fix copies

* Update docs

* Remove fairseq data2vec_text script and fix format

* Add comment on where to get data2vec_text.py

* Remove mock implementation cheat.py and fix style

* Fix copies

* Remove TF and Flax classes from init

* Add back copy from fairseq data2vec_text.py and fix style

* Update model name in docs/source/index.mdx to be CamelCase

* Revert model name in table to lower-case to get check_table test to pass

* Update documentation

* Update src/transformers/models/data2vec/__init__.py

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

* Update src/transformers/models/data2vec/convert_data2vec_original_pytorch_checkpoint_to_pytorch.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/auto/configuration_auto.py

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

* Update src/transformers/models/data2vec/configuration_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Update tests/test_modeling_data2vec.py

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

* Update src/transformers/models/data2vec/configuration_data2vec.py

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

* Update src/transformers/models/data2vec/modeling_data2vec.py

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

* Copy-paste Data2VecConfig from BertConfig

* Update config checkpoint to point to edugp/data2vec-nlp-base. Fix style and repo-consistency

* Update config special tokens to match RoBERTa

* Split multiple assertions and add individual error messages

* Rename Data2VecModel to Data2VecForTextModel

* Add Data2Vec to _toctree.yml

* Rename Data2VecEmbeddings to Data2VecForTextEmbeddings

* Add initial Data2VecForAudio model (unfinished). Only matching fairseq's implementation up to the feature encoder (before positional encoding).

* finish audio model

* finish audio file

* add inputs to logits to data2vec'

* Update names and fix style, quality and repo consistency

* Remove Data2VecAudioForPretraining. Add tests for Data2VecAudio, mimicking the Wav2Vec2 test suite. Fix bias initilization in positional conv layers. Move back configurations for audio and text to separate files.

* correct autio models

* correct config auto

* correct tok auto

* delete unnecessary files

* delete unnecessary files

* Update utils/tests_fetcher.py

* further renaming

* make all tests pass

* finish

* remove useless test file

* Update tests/test_modeling_common.py

* Update utils/check_repo.py

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

* Update src/transformers/models/data2vec/modeling_data2vec_text.py

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

* Move data2vec tests to new structure

* Fix test imports for text tests

* Remove fairseq files

* Change paper link to arxiv

* Modify Data2Vec documentation to reflect that the encoder is not shared across the audio and text models in the current implementation.

* Update text model checkpoint to be facebook/data2vec-text-base

* Add 'Copy from' statements and update paper links and docs

* fix copy from statements

* improve copied from

* correct more copied from statements

* finish copied from stuff

* make style

* add model to README

* add to master

Co-authored-by: Eduardo Gonzalez Ponferrada <eduardo@ferrumhealth.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-03-01 11:09:20 +01:00
Sanchit Gandhi
e3342edc4e
Flax Speech-Encoder-Decoder Model (#15613)
* rebase

* Delete shift tokens func

* downsample decoder input seq len for init

* correct attention mask

* add tests

* pt flax cross test

* make fixup

* init file for import

* change pt-flax cross test threshold

* pt-flax test logits only

* move tests

* make repo-consistency

* consistent indentation

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-02-28 12:22:36 +01:00
Sayak Paul
84eaa6acf5
Add TFConvNextModel (#15750)
* feat: initial implementation of convnext in tensorflow.

* fix: sample code for the classification model.

* chore: added checked for  from the classification model.

* chore: set bias initializer in the classification head.

* chore: updated license terms.

* chore: removed ununsed imports

* feat: enabled  argument during using drop_path.

* chore: replaced tf.identity with layers.Activation(linear).

* chore: edited default checkpoint.

* fix: minor bugs in the initializations.

* partial-fix: tf model errors for loading pretrained pt weights.

* partial-fix: call method updated

* partial-fix: cross loading of weights (4x3 variables to be matched)

* chore: removed unneeded comment.

* removed playground.py

* rebasing

* rebasing and removing playground.py.

* fix: renaming TFConvNextStage conv and layer norm layers

* chore: added initializers and other minor additions.

* chore: added initializers and other minor additions.

* add: tests for convnext.

* fix: integration tester class.

* fix: issues mentioned in pr feedback (round 1).

* fix: how output_hidden_states arg is propoagated inside the network.

* feat: handling of  arg for pure cnn models.

* chore: added a note on equal contribution in model docs.

* rebasing

* rebasing and removing playground.py.

* feat: encapsulation for the convnext trunk.

* Fix variable naming; Test-related corrections; Run make fixup

* chore: added Joao as a contributor to convnext.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* chore: corrected copyright year and added comment on NHWC.

* chore: fixed the black version and ran formatting.

* chore: ran make style.

* chore: removed from_pt argument from test, ran make style.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* fix: tests in the convnext subclass, ran make style.

* rebasing

* rebasing and removing playground.py.

* rebasing

* rebasing and removing playground.py.

* chore: moved convnext test to the correct location

* fix: locations for the test file of convnext.

* fix: convnext tests.

* chore: applied  sgugger's suggestion for dealing w/ output_attentions.

* chore: added comments.

* chore: applied updated quality enviornment style.

* chore: applied formatting with quality enviornment.

* chore: revert to the previous tests/test_modeling_common.py.

* chore: revert to the original test_modeling_common.py

* chore: revert to previous states for test_modeling_tf_common.py and modeling_tf_utils.py

* fix: tests for convnext.

* chore: removed output_attentions argument from convnext config.

* chore: revert to the earlier tf utils.

* fix: output shapes of the hidden states

* chore: removed unnecessary comment

* chore: reverting to the right test_modeling_tf_common.py.

* Styling nits

Co-authored-by: ariG23498 <aritra.born2fly@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
2022-02-25 18:19:16 +01:00
Sylvain Gugger
0118c4f6a8
Re-enable doctests for the quicktour (#15828)
* Re-enable doctests for the quicktour

* Re-enable doctests for task_summary (#15830)

* Remove &
2022-02-25 17:46:38 +01:00
Tanay Mehta
7566734d6f
Add model specific output classes to PoolFormer model docs (#15746)
* Added model specific output classes to poolformer docs

* Fixed Segformer typo in Poolformer docs
2022-02-25 13:43:56 +01:00
Steven Liu
fecb08c2b8
🧼 NLP task guides (#15731)
* clean commit of changes to NLP tasks

* 🖍 apply feedback

* 📝 move tf data collator in multiple choice

Co-authored-by: Steven <stevhliu@gmail.com>
2022-02-23 13:58:33 -06:00
Julien Chaumond
32f5de10a0
[doc] custom_models: mention security features of the Hub (#15768)
* custom_models: tiny doc addition

* mention security feature earlier in the section

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2022-02-23 11:40:06 -05:00
Nicolas Patry
f9582c205a
Adding ZeroShotImageClassificationPipeline (#12119)
* [Proposal] Adding ZeroShotImageClassificationPipeline

- Based on CLIP

* WIP, Resurection in progress.

* Resurrection... achieved.

* Reword handling different `padding_value` for `feature_extractor` and
`tokenizer`.

* Thanks doc-builder !

* Adding docs + global namespace `ZeroShotImageClassificationPipeline`.

* Fixing templates.

* Make the test pass and be robust to floating error.

* Adressing suraj's comments on docs mostly.

* Tf support start.

* TF support.

* Update src/transformers/pipelines/zero_shot_image_classification.py

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

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-02-23 09:41:42 +01:00
Patrick von Platen
c44d3675c2
Time stamps for CTC models (#15687)
* [Wav2Vec2 Time Stamps]

* Add first version

* add word time stamps

* Fix

* save intermediate space

* improve

* [Finish CTC Tokenizer]

* remove @

* remove @

* push

* continue with phonemes

* up

* finish PR

* up

* add example

* rename

* finish

* Apply suggestions from code review

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

* correct split

* finalize

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-22 19:26:44 +01:00
Francesco Saverio Zuppichini
38bed912e3
added link to our writing-doc document (#15756) 2022-02-22 09:57:28 +01:00
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
Gunjan Chhablani
2c2a31ffbc
Add missing PLBart entry in README (#15721)
* Add missing PLBart entry in index

* Fix README

* Fix README

* Fix style

* Change to master model doc
2022-02-18 21:11:42 +01:00
Gunjan Chhablani
ae1f835028
Add PLBart (#13269)
* Init PLBART

* Add missing configuration file

* Add conversion script and configurationf ile

* Fix style

* Update modeling and conversion scripts

* Fix scale embedding in config

* Add comment

* Fix conversion script

* Add classification option to conversion script

* Fix vocab size in config doc

* Add tokenizer files from MBart50

* Allow no lang code in regular tokenizer

* Add PLBart Tokenizer Converters

* Remove mask from multi tokenizer

* Remove mask from multi tokenizer

* Change from MBart-50 to MBart tokenizer

* Fix names and modify src/tgt behavior

* Fix imports for tokenizer

* Remove <mask> from multi tokenizer

* Fix style

* Change tokenizer_class to processor_class

* Add attribute map to config class

* Update modeling file to modified MBart code

* Update configuration file to MBart style configuration

* Fix tokenizer

* Separate tokenizers

* Fix error in tokenization auto

* Copy MBart tests

* Replace with MBart tokenization tests

* Fix style

* Fix language code in multi tokenizer

* Fix configuration docs

* Add entry for plbart_multi in transformers init

* Add dummy objects and fix imports

* Fix modeling tests

* Add TODO in config

* Fix copyright year

* Fix modeling docs and test

* Fix some tokenization tests and style

* Add changes from review

* Fix copies

* Fix docs

* Fix docs

* Fix style

* Fix year

* Add changes from review

* Remove extra changes

* Fix base tokenizer and doc

* Fix style

* Fix modeling and slow tokenizer tests

* Remove Multi-tokenizer Converter and Tests

* Delete QA model and Multi Tokenizer dummy objects

* Fix repo consistency and code quality issues

* Fix example documentation

* Fix style

* Remove PLBartTokenizer from type checking in init

* Fix consistency issue

* Add changes from review

* Fix style

* Remove PLBartTokenizerFast

* Remove FastTokenizer converter

* Fix AutoTokenzier mapping

* Add plbart to toctree and fix consistency issues

* Add language codes tokenizer test

* Fix styling and doc issues

* Add fixes for failing tests

* Fix copies

* Fix failing modeling test

* Change assert to assertTrue in modeling tests
2022-02-18 14:17:09 +01:00
Francesco Saverio Zuppichini
240cc6cbdc
Adding a model, more doc for pushing to the hub (#15690)
* doc for adding a model to the hub

* run make style

* resolved conversation

* removed a line

* removed )

* Update docs/source/add_new_model.mdx

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

* Update docs/source/add_new_model.mdx

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

* make style

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-18 09:11:18 +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
Yih-Dar
92a537d938
Minor fix on README.md (#15688)
* fix README

* fix more arxiv links

* make fix-copies

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2022-02-17 08:38:32 -05:00
Tanay Mehta
f84e0dbd2a
Add PoolFormer (#15531)
* Added all files, PoolFormerFeatureExtractor still failing tests

* Fixed PoolFormerFeatureExtractor not being able to import

* Completed Poolformer doc

* Applied Suggested fixes

* Fixed errors in modeling_auto.py

* Fix feature extractor, convert docs to Markdown, styling of code

* Remove PoolFormer from check_repo and fix integration test

* Remove Poolformer from check_repo

* Fixed configuration_poolformer.py docs and removed inference.py from poolformer

* Ran with black v22

* Added PoolFormer to _toctree.yml

* Updated poolformer doc

* Applied suggested fixes and added on README.md

* Did make fixup and make fix-copies, tests should pass now

* Changed PoolFormer weights conversion script name and fixed README

* Applied fixes in test_modeling_poolformer.py and modeling_poolformer.py

* Added PoolFormerFeatureExtractor to AutoFeatureExtractor API

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
2022-02-17 13:16:37 +01:00
Francesco Saverio Zuppichini
b87c044c79
Usage examples for logger (#15657)
* logger

* Update docs/source/main_classes/logging.mdx

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update docs/source/main_classes/logging.mdx

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-02-16 10:15:13 +01:00
Stas Bekman
bee361c6f1
[t5/t0/mt5 models] faster/leaner custom layer norm (#14656)
* [t5] faster/leaner custom layer norm

* wip

* apex.normalization.FusedRMSNorm

* cleanup

* cleanup

* add doc

* add catch all

* Trigger CI

* expand
2022-02-15 16:49:57 -08:00
Patrick von Platen
2e12b907ae
TF generate refactor - Greedy Search (#15562)
* TF generate start refactor

* Add tf tests for sample generate

* re-organize

* boom boom

* Apply suggestions from code review

* re-add

* add all code

* make random greedy pass

* make encoder-decoder random work

* further improvements

* delete bogus file

* make gpt2 and t5 tests work

* finish logits tests

* correct logits processors

* correct past / encoder_outputs drama

* refactor some methods

* another fix

* refactor shape_list

* fix more shape list

* import shape
_list

* finish docs

* fix imports

* make style

* correct tf utils

* Fix TFRag as well

* Apply Lysandre's and Sylvais suggestions

* Update tests/test_generation_tf_logits_process.py

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* Update src/transformers/tf_utils.py

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* remove cpu according to gante

* correct logit processor

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
2022-02-15 17:54:43 +01:00
Nicolas Patry
cdf19c501d
Re-export KeyDataset. (#15645)
* Re-export `KeyDataset`.

* Update the docs locations.
2022-02-15 17:49:38 +01:00
Stas Bekman
28e6155d8a
add a network debug script and document it (#15652)
* add a network debug script and document it

* doc
2022-02-15 08:48:00 -08:00
jonrbates
86a7845c0c
Fix typo in speech2text2 doc (#15617)
Forward looks for inputs, not input_ids
2022-02-15 13:54:34 +01:00
fra
05a8580964 Revert "logger doc"
This reverts commit 41168a49ce.
2022-02-15 10:46:45 +01:00
fra
41168a49ce logger doc 2022-02-15 10:03:28 +01:00
NielsRogge
b090b79022
Make Swin work with VisionEncoderDecoderModel (#15527)
* Add attribute_map

* Add mention in docs

* Set hidden_size attribute correctly

* Add note about Transformer-based models only

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
2022-02-14 17:33:35 +01:00
Daniel Erenrich
4f403ea899
Fix grammar in tokenizer_summary (#15614)
"to make ensure" is redundant.
2022-02-11 16:51:30 -05:00
Stas Bekman
f15c99fabf
[deepspeed docs] misc additions (#15585)
* [deepspeed docs] round_robin_gradients

* training and/or eval/predict loss is

* Update docs/source/main_classes/deepspeed.mdx

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-11 10:54:04 -08:00
Steven Liu
85aee09e9a
🖍 remove broken link (#15615) 2022-02-11 12:33:55 -06:00
Sylvain Gugger
6cf06d198c
Mark "code in the Hub" API as experimental (#15624) 2022-02-11 09:55:31 -05:00
Ngo Quang Huy
c0864d98ba
Correct JSON format (#15600) 2022-02-10 09:02:03 -08:00
lewtun
2e8b85f72e
Add local and TensorFlow ONNX export examples to docs (#15604)
* Add local and TensorFlow ONNX export examples to docs

* Use PyTorch - TensorFlow split
2022-02-10 16:31:00 +01:00
Alberto Bégué
cb7ed6e083
Add Tensorflow handling of ONNX conversion (#13831)
* Add TensorFlow support for ONNX export

* Change documentation to mention conversion with Tensorflow

* Refactor export into export_pytorch and export_tensorflow

* Check model's type instead of framework installation to choose between TF and Pytorch

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Alberto Bégué <alberto.begue@della.ai>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2022-02-10 11:18:41 +01:00
Sylvain Gugger
c722753afd
Expand tutorial for custom models (#15587)
* Expand tutorial for custom models

* Style

* Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2022-02-09 17:44:28 -05:00
NielsRogge
a86ee2261e
Add link (#15588)
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
2022-02-09 23:33:39 +01:00
Stas Bekman
dee17d5676
[trainer docs] document how to select specific gpus (#15551)
* [trainer docs] document how to select specific gpus

* expand

* add urls

* add accelerate launcher
2022-02-09 10:12:29 -08:00
Chan Woo Kim
2b5603f6ac
Constrained Beam Search [without disjunctive decoding] (#15416)
* added classes to get started with constrained beam search

* in progress, think i can directly force tokens now but not yet with the round robin

* think now i have total control, now need to code the bank selection

* technically works as desired, need to optimize and fix design choices leading to undersirable outputs

* complete PR #1 without disjunctive decoding

* removed incorrect tests

* Delete k.txt

* Delete test.py

* Delete test.sh

* revert changes to test scripts

* genutils

* full implementation with testing, no disjunctive yet

* shifted docs

* passing all tests realistically ran locally

* removing accidentally included print statements

* fixed source of error in initial PR test

* fixing the get_device() vs device trap

* fixed documentation docstrings about constrained_beam_search

* fixed tests having failing for Speech2TextModel's floating point inputs

* fix cuda long tensor

* added examples and testing for them and founx & fixed a bug in beam_search and constrained_beam_search

* deleted accidentally added test halting code with assert False

* code reformat

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

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

* Update tests/test_generation_utils.py

* fixing based on comments on PR

* took out the testing code that should but work fails without the beam search moditification ; style changes

* fixing comments issues

* docstrings for ConstraintListState

* typo in PhrsalConstraint docstring

* docstrings improvements

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-02-09 16:59:26 +01:00
Leandro von Werra
d923f76203
add model scaling section (#15119)
* add model scaling section

* Apply suggestions from code review

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

* integrate reviewer feedback

* initialize GPU properly

* add note about BnB optimizer

* move doc from `scaling.mdx` to `performance.mdx`

* integrate reviewer feedback

* revert section levels

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-09 15:27:30 +01:00
Sylvain Gugger
b5c6fdecf0
PoC for a ProcessorMixin class (#15549)
* PoC for a ProcessorMixin class

* Documentation

* Apply suggestions from code review

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Roll out to other processors

* Add base feature extractor class in init

* Use args and kwargs

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-02-09 09:24:49 -05:00
Nathan Raw
fcb4f11c92
📝 Add codecarbon callback to docs (#15563) 2022-02-08 14:10:53 -05:00
Joao Gante
8406fa6dd5
Add TFSpeech2Text (#15113)
* Add wrapper classes

* convert inner layers to tf

* Add TF Encoder and Decoder layers

* TFSpeech2Text models

* Loadable model

* TF model with same outputs as PT model

* test skeleton

* correct tests and run the fixup

* correct attention expansion

* TFSpeech2Text pask_key_values with TF format
2022-02-08 16:27:23 +00:00
aaron
87d08afb16
electra is added to onnx supported model (#15084)
* electra is added to onnx supported model

* add google/electra-base-generator for test onnx module

Co-authored-by: Lewis Tunstall <lewis.c.tunstall@gmail.com>
2022-02-08 15:47:49 +01:00
Steven Liu
552f8d3091
Create a custom model guide (#15489)
* 📝 add config section

* 📝 finish first draft

* 📝 add feature extractor and processor

* 🖍 apply feedback from review

* 📝 minor edits

* last review
2022-02-07 12:34:56 -06:00
lewtun
6775b211b6
Remove Longformers from ONNX-supported models (#15273) 2022-02-07 17:32:13 +01:00
NielsRogge
84eec9e6ba
Add ConvNeXT (#15277)
* First draft

* Add conversion script

* Improve conversion script

* Improve docs and implement tests

* Define model output class

* Fix tests

* Fix more tests

* Add model to README

* Apply suggestions from code review

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

* Apply more suggestions from code review

* Apply suggestions from code review

* Rename dims to hidden_sizes

* Fix equivalence test

* Rename gamma to gamma_parameter

* Clean up conversion script

* Add ConvNextFeatureExtractor

* Add corresponding tests

* Implement feature extractor correctly

* Make implementation cleaner

* Add ConvNextStem class

* Improve design

* Update design to also include encoder

* Fix gamma parameter

* Use sample docstrings

* Finish conversion, add center cropping

* Replace nielsr by facebook, make feature extractor tests smaller

* Fix integration test

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-07 16:11:37 +01:00
Stas Bekman
8ce1330631
[deepspeed docs] DeepSpeed ZeRO Inference (#15486)
* [deepspeed docs] DeepSpeed ZeRO Inference

* Apply suggestions from code review

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

* tweak

* deal with black

* extra cleanup, better comments

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-02-04 13:51:02 -08:00
Sylvain Gugger
ac6aa10f23
Standardize semantic segmentation models outputs (#15469)
* Standardize instance segmentation models outputs

* Rename output

* Update src/transformers/modeling_outputs.py

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

* Add legacy argument to the config and model forward

* Update src/transformers/models/beit/modeling_beit.py

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

* Copy fix in Segformer

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2022-02-04 14:52:07 -05:00
Stas Bekman
31be2f45a9
[deepspeed docs] Megatron-Deepspeed info (#15488) 2022-02-04 11:15:13 -08:00
Stas Bekman
21dcaec5d5
[deepspeed docs] memory requirements (#15506) 2022-02-03 10:55:14 -08:00
Sylvain Gugger
44b21f117b
Save code of registered custom models (#15379)
* Allow dynamic modules to use relative imports

* Work for configs

* Fix last merge conflict

* Save code of registered custom objects

* Map strings to strings

* Fix test

* Add tokenizer

* Rework tests

* Tests

* Ignore fixtures py files for tests

* Tokenizer test + fix collection

* With full path

* Rework integration

* Fix typo

* Remove changes in conftest

* Test for tokenizers

* Add documentation

* Update docs/source/custom_models.mdx

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

* Add file structure and file content

* Add more doc

* Style

* Update docs/source/custom_models.mdx

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

* Address review comments

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-02-02 10:44:37 -05:00
Steven Liu
b9418a1d97
Update tutorial docs (#15165)
* first draft of pipeline, autoclass, preprocess tutorials

* apply review feedback

* 🖍 apply feedback from patrick/niels

* 📝add output image to preprocessed image

* 🖍 apply feedback from patrick
2022-02-01 18:31:35 -06:00
Steven Liu
c157c7e3fd
Update fine-tune docs (#15259)
* add fine-tune tutorial

* make edits, fix style

* 📝 make edits

* 🖍 fix code format links to external libraries

* 🔄revert code formatting

* 🖍 use DefaultDataCollator instead of DataCollatorWithPadding
2022-02-01 18:28:12 -06:00
Stas Bekman
44c7857b87
[deepspeed doc] fix import, extra notes (#15400)
* [deepspeed doc] fix import, extra notes

* typo
2022-01-31 08:28:10 -08:00
NielsRogge
47df0f2234
Add header (#15434) 2022-01-31 11:15:54 -05:00
Ogundepo Odunayo
282ae123e2
add t5 ner finetuning (#15432) 2022-01-31 17:03:06 +01:00
Soonhwan-Kwon
e09473a817
Add support for XLM-R XL and XXL models by modeling_xlm_roberta_xl.py (#13727)
* add xlm roberta xl

* add convert xlm xl fairseq checkpoint to pytorch

* fix init and documents for xlm-roberta-xl

* fix indention

* add test for XLM-R xl,xxl

* fix model hub name

* fix some stuff

* up

* correct init

* fix more

* fix as suggestions

* add torch_device

* fix default values of doc strings

* fix leftovers

* merge to master

* up

* correct hub names

* fix docs

* fix model

* up

* finalize

* last fix

* Apply suggestions from code review

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

* add copied from

* make style

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-29 13:42:37 +01:00
Steven Liu
16d4acbfdb
Get started docs (#15098)
* clean commit of changes

* apply review feedback, make edits

* fix backticks, minor formatting

* 🖍 make fixup and minor edits

* 🖍 fix # in header

* 📝 update code sample without from_pt

* 📝 final review
2022-01-28 19:01:37 -06:00
Steven Liu
cabd6d26a2
Update model share tutorial (#15288)
* add model sharing tutorial

* 🖍 apply feedback from review

* 📝 make edits

* 🖍 fix formatting

* 📝 convert from pt checkpoint to flax

* 📝 final review
2022-01-28 18:49:26 -06:00
Suraj Patil
d25e25ee2b
Add XGLM models (#14876)
* add xglm

* update vocab size

* fix model name

* style and tokenizer

* typo

* no mask token

* fix pos embed compute

* fix args

* fix tokenizer

* fix positions

* fix tokenization

* style and dic fixes

* fix imports

* add fast tokenizer

* update names

* add pt tests

* fix tokenizer

* fix typo

* fix tokenizer import

* fix fast tokenizer

* fix tokenizer

* fix converter

* add tokenizer test

* update checkpoint names

* fix tokenizer tests

* fix slow tests

* add copied from comments

* rst -> mdx

* flax model

* update flax tests

* quality

* style

* doc

* update index and readme

* fix copies

* fix doc

* update toctrr

* fix indent

* minor fixes

* fix config doc

* don't save embed_pos weights

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* address Sylvains commnets, few doc fixes

* fix check_repo

* align order of arguments

* fix copies

* fix labels

* remove unnecessary mapping

* fix saving tokenizer

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-01-28 18:55:23 +01:00
Ngo Quang Huy
4996922b6d
[docs] fix wrong file name in pr_check (#15380) 2022-01-28 07:52:01 -05:00
Steven Liu
f5db6ce76a
Fix code format for Accelerate doc (#15335)
* 🖍 fix code syntax to external libraries and replace image

* 🔄revert code formatting, replace image with code block

* 🖍 apply feedback
2022-01-27 13:49:04 -06:00
Lysandre
f87db5e412 Release: v4.16.0 2022-01-27 13:06:33 -05:00
Sylvain Gugger
8f6454bfac
Add proper documentation for Keras callbacks (#15374)
* Add proper documentation for Keras callbacks

* Add dummies
2022-01-27 10:51:38 -05:00
Stas Bekman
fc8fc400e3
[docs] post-PR merge fix (#15355)
* [docs] post-PR merge fix

* Update docs/source/main_classes/deepspeed.mdx

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-26 11:23:32 -08:00
novice
99a2771189
Add YOSO (#15091)
* Add cookiecutter files

* Add cuda kernels and cpp files

* Update modeling_yoso.py

* Add .h files

* Update configuration_yoso.py

* Updates

* Remove tokenizer

* Code quality

* Update modeling_yoso.py

* Update modeling_yoso.py

* Fix failing test

* Update modeling_yoso.py

* Fix code quality

* Apply suggestions from code review

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

* Apply suggestions from code review

* Apply suggestions from code review

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

* Apply suggestions from code review and fix integration tests

* Update src/transformers/models/yoso/modeling_yoso.py

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

* Apply suggestions from code review

* Fix copied from statement

* Fix docstring

* Fix code quality

* Apply suggestions from code review

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

* Apply suggestions and fix mask

* Apply suggestions from code review

* Fix code quality

* Apply suggestions from code review

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

* Fix docstrings

* Fix code quality

* Remove trailing whitespace

* Update yoso.mdx

* Move kernel loading to YosoEncoder

* make style

* Apply suggestions from code review

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

* Update src/transformers/models/yoso/modeling_yoso.py

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

* Add short summary to docs

* Update docs/source/model_doc/yoso.mdx

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

* Update yoso.mdx

* Update docs/source/model_doc/yoso.mdx

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

* Remove CausalLM model and add copied from

* Remove autoregressive code

* Remove unused imports

* add copied from for embeddings

* Fix code quality

* Update docs/source/model_doc/yoso.mdx

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

* Apply suggestion from code review

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-01-26 19:18:29 +01:00
Ngo Quang Huy
5d8b98608c
Fix deepspeed docs (#15346) 2022-01-26 07:24:33 -05:00
Jacob Deppen
96161ac408
make table into valid Markdown table syntax (#15337) 2022-01-26 07:10:00 -05:00
Maciej Pawłowski
e79a0faeae
Added missing code in exemplary notebook - custom datasets fine-tuning (#15300)
* Added missing code in exemplary notebook - custom datasets fine-tuning

Added missing code in tokenize_and_align_labels function in the exemplary notebook on custom datasets - token classification.
The missing code concerns adding labels for all but first token in a single word.
The added code was taken directly from huggingface official example - this [colab notebook](https://github.com/huggingface/notebooks/blob/master/transformers_doc/custom_datasets.ipynb).

* Changes requested in the review - keep the code as simple as possible
2022-01-25 17:26:17 -05:00
Steven Liu
0501beb846
Add 🤗 Accelerate tutorial (#15263)
* add accelerate tutorial

* 🖍 apply feedback from review

* 📝 make edits
2022-01-25 13:46:11 -06:00
novice
d43e308e7f
Add Swin Transformer (#15085)
* Add all files

* Apply suggestions from code review

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

* Updates

* Apply suggestions from review

* Fix failing tests

* Update __init__.py

* Update configuration_swin.py

* Update auto_factory.py

* Fix pytests

* Apply suggestions from code review

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

* Fix tests and default checkpoint

* Fix Recursion error

* Code quality

* Remove copied from

* Update modeling_swin.py

* Code quality

* Update modeling_swin.py

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Apply suggestions from code review

* Fix feature extractor

* Fix code quality

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Apply suggestions from code review

* Update configuration_swin.py

* Update default checkpoint

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Update docs/source/model_doc/swin.mdx

Co-authored-by: Mishig Davaadorj <mishig.davaadorj@coloradocollege.edu>

* Update conversion script

* Reformat conversion script

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Mishig Davaadorj <mishig.davaadorj@coloradocollege.edu>
2022-01-21 12:10:41 +01:00
NielsRogge
515ed3ad2a
Fix doc examples (#15257) 2022-01-20 21:51:51 +01:00
Kamal Raj
08b41b413a
Update pipelines.mdx (#15243)
fix few spelling mistakes
2022-01-20 08:46:48 -05:00
NielsRogge
80f7296091
Update Trainer code example (#15070)
* Update code example

* Fix code quality

* Add comment
2022-01-19 20:15:12 +01:00
NielsRogge
ac227093e4
Add ViLT (#14895)
* First commit

* Add conversion script

* Make conversion script work for base model

* More improvements

* Update conversion script, works for vqa

* Add indexing argument to meshgrid

* Make conversion script work for ViltForPreTraining

* Add ViltForPreTraining to docs

* Fix device issue

* Add processor

* Add MinMaxResize to feature extractor

* Implement call method of ViltProcessor

* Fix tests

* Add integration test

* Add loss calculation for VQA

* Improve tests

* Improve some more tests

* Debug tests

* Small improvements

* Add support for attention_mask

* Remove mask_it

* Add pixel_mask

* Add tests for ViltFeatureExtractor

* Improve tests

* Add ViltForNaturalLanguageVisualReasoning

* Add ViltForNaturalLanguageVisualReasoning to conversion script

* Minor fixes

* Add support for image_embeds, update docstrings to markdown

* Update docs to markdown

* Improve conversion script

* Rename ViltForPreTraining to ViltForMaskedLM

* Improve conversion script

* Convert docstrings to markdown

* Fix code example of retrieval model

* Properly convert masked language model

* Add integration test for nlvr

* Fix code quality

* Apply suggestions from code review

* Add copied from statements

* Fix pretrained_config_archive_map

* Fix docs

* Add model to README

* Apply suggestions from code review

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

* Apply more suggestions from code review

* Make code more readable

* Add ViltForNaturalLanguageVisualReasoning to the tests

* Rename ViltForVisualQuestionAnswering to ViltForQuestionAnswering

* Replace pixel_values_2 by single tensor

* Add hidden_states and attentions

* Fix one more test

* Fix all tests

* Update year

* Fix rebase issues

* Fix another rebase issue

* Remove ViltForPreTraining from auto mapping

* Rename ViltForImageRetrievalTextRetrieval to ViltForImageAndTextRetrieval

* Make it possible to use BertTokenizerFast in the processor

* Use BertTokenizerFast by default

* Rename ViltForNaturalLanguageVisualReasoning, define custom model output

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-19 19:51:59 +01:00
NielsRogge
842298f84f
[ViTMAE] Various fixes (#15221)
* Add MAE to AutoFeatureExtractor

* Add link to notebook

* Fix relative paths
2022-01-19 15:27:57 +01:00
Li-Huai (Allan) Lin
841d979190
Add FastTokenizer to REALM (#15211)
* Remove BertTokenizer abstraction

* Add FastTokenizer to REALM

* Fix config archive map

* Fix copies

* Update realm.mdx

* Apply suggestions from code review
2022-01-19 15:19:36 +01:00
Sylvain Gugger
db3503949d Finish conversion of REALM doc to MDX 2022-01-18 18:00:30 -05:00
Jake Tae
fe78fe98ca
Enable tqdm toggling (#15167)
* feature: enable tqdm toggle

* test: add tqdm unit test

* style: run linter

* Update tests/test_tqdm_utils.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* refactor: use tiny model, run linter

* docs: add tqdm to logging

* docs: add tqdm reference to `http_get`

* style: run linter

* Update docs/source/main_classes/logging.mdx

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* fix: use `AutoConfig` for framework agnostic testing

* chore: mv tqdm test to `test_logging.py`

* feature: implement enable/disable functions

* docs: mv docstring to comment

* chore: mv tqdm functions to `logging.py`

* docs: update docs to reference `enable/disable` funcs

* test: update test to use `enable/disable` func

* chore: update function reference in comment

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2022-01-18 17:52:35 -05:00
NielsRogge
74bec9865c
Add MAE (#15120)
* First draft

* More improvements

* More improvements

* More improvements

* Fix embeddings

* Add conversion script

* Finish conversion script

* More improvements

* Fix forward pass

* Remove print statements

* Add weights initialization

* Add initialization of decoder weights

* Add support for other models in the conversion script

* Fix patch_size for huge model

* Fix most of the tests

* Fix integration test

* Fix docs

* Fix archive_list

* Apply suggestions from code review

* Improve documentation

* Apply more suggestions

* Skip some tests due to non-deterministic behaviour

* Fix test_initialization

* Remove unneccessary initialization of nn.Embedding

* Improve docs

* Fix dummies

* Remove ViTMAEFeatureExtractor from docs

* Add model to README and table of contents

* Delete inference file
2022-01-18 16:21:32 +01:00
Li-Huai (Allan) Lin
22454ae492
Add REALM (#13292)
* REALM initial commit

* Retriever OK (Update new_gelu).

* Encoder prediction score OK

* Encoder pretrained model OK

* Update retriever comments

* Update docs, tests, and imports

* Prune unused models

* Make embedder as a module `RealmEmbedder`

* Add RealmRetrieverOutput

* Update tokenization

* Pass all tests in test_modeling_realm.py

* Prune RealmModel

* Update docs

* Add training test.

* Remove completed TODO

* Style & Quality

* Prune `RealmModel`

* Fixup

* Changes:
1. Remove RealmTokenizerFast
2. Update docstrings
3. Add a method to RealmTokenizer to handle candidates tokenization.

* Fix up

* Style

* Add tokenization tests

* Update `from_pretrained` tests

* Apply suggestions

* Style & Quality

* Copy BERT model

* Fix comment to avoid docstring copying

* Make RealmBertModel private

* Fix bug

* Style

* Basic QA

* Save

* Complete reader logits

* Add searcher

* Complete searcher & reader

* Move block records init to constructor

* Fix training bug

* Add some outputs to RealmReader

* Add finetuned checkpoint variable names parsing

* Fix bug

* Update REALM config

* Add RealmForOpenQA

* Update convert_tfrecord logits

* Fix bugs

* Complete imports

* Update docs

* Update naming

* Add brute-force searcher

* Pass realm model tests

* Style

* Exclude RealmReader from common tests

* Fix

* Fix

* convert docs

* up

* up

* more make style

* up

* upload

* up

* Fix

* Update src/transformers/__init__.py

* adapt testing

* change modeling code

* fix test

* up

* up

* up

* correct more

* make retriever work

* update

* make style

* finish main structure

* Resolve merge conflict

* Make everything work

* Style

* Fixup

* Fixup

* Update training test

* fix retriever

* remove hardcoded path

* Fix

* Fix modeling test

* Update model links

* Initial retrieval test

* Fix modeling test

* Complete retrieval tests

* Fix

* style

* Fix tests

* Fix docstring example

* Minor fix of retrieval test

* Update license headers and docs

* Apply suggestions from code review

* Style

* Apply suggestions from code review

* Add an example to RealmEmbedder

* Fix

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-18 07:24:13 -05:00
Stas Bekman
edd3fce2f7
[doc] new MoE paper (#15184)
add new paper
2022-01-17 09:10:51 -08:00
Stas Bekman
669e3c50c9
[doc] performance: Efficient Software Prebuilds (#15147)
* Efficient Software Prebuilds

* improve
2022-01-14 18:25:20 -08:00
AK391
4663c609b9
Add "open in hf spaces" gradio button issue #73 (#15106)
* update XLMProphetNet link

* update DPR link

* change prophetnet link

* change link MBART

* change link GPT

* update gpt2 link

* ctrl update link

* update Transformer-XL link

* Update Reformer link

* update xlnet link

* bert update link

* udpate albert link

* roberta update link

* update distilbert link

* update convbert link

* update XLM link

* xlm roberta update link

* update Flaubert link

* update electra link

* update funnel transformer and longformer

* bart update link

* pegasus update link

* udpate marianmt link

* t5 update link

* mt5 update link
2022-01-14 10:12:30 -05:00
Carlos Aguayo
3fc221d077
Update model_sharing.mdx (#15142)
Fix typo
2022-01-13 12:26:02 -05:00
lewtun
021f2ea987
Add ONNX configuration classes to docs (#15121)
* Add ONNX classes to main package

* Remove permalinks from ONNX guide

* Fix ToC entry

* Revert "Add ONNX classes to main package"

This reverts commit eb794a5b00.

* Add ONNX classes to main doc

* Fix syntax highlighting in doc

* Fix text

* Add FeaturesManager to doc

* Use paths to reference ONNX classes

* Add FeaturesManager to init

* Add missing ONNX paths
2022-01-12 16:33:32 +01:00
Sylvain Gugger
c425d60bb9 Fix link to deepspeed config 2022-01-12 09:32:53 -05:00
lewtun
16f0b7d72c
Update ONNX docs (#14904)
* Remove docs for deprecated ONNX export

* Tidy up the CLI help messages

* Revamp ONNX docs

* Update auto-config table

* Use DistilBERT as example for consistency

* Wrap up first pass at ONNX docs

* Fix table check

* Add tweaks and introduction

* Add cross-ref

* Fix missing import

* Fix style

* Add permalinks to ONNX configs

* Clarify role of OrderedDict

* Update docs/source/serialization.mdx

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

* Add doctest syntax to code blocks

* Remove permalinks

* Revert "Remove permalinks"

This reverts commit 099701daf0.

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-11 18:06:05 +01:00
AK391
68d925195e
Merge branch 'master' into master 2022-01-11 11:11:29 -05:00
novice
28e091430e
Add Nystromformer (#14659)
* Initial commit

* Config and modelling changes

Added Nystromformer-specific attributes to config and removed all decoder functionality from modelling.

* Modelling and test changes

Added Nystrom approximation and removed decoder tests.

* Code quality fixes

* Modeling changes and conversion script

Initial commits to conversion script, modeling changes.

* Minor modeling changes and conversion script

* Modeling changes

* Correct modeling, add tests and documentation

* Code refactor

* Remove tokenizers

* Code refactor

* Update __init__.py

* Fix bugs

* Update src/transformers/__init__.py

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

* Update src/transformers/__init__.py

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

* Update src/transformers/models/nystromformer/__init__.py

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

* Update docs/source/model_doc/nystromformer.mdx

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

* Update src/transformers/models/nystromformer/configuration_nystromformer.py

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

* Update src/transformers/models/nystromformer/configuration_nystromformer.py

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

* Update src/transformers/models/nystromformer/configuration_nystromformer.py

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

* Update src/transformers/models/nystromformer/configuration_nystromformer.py

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

* Update src/transformers/models/nystromformer/convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py

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

* Update src/transformers/models/nystromformer/configuration_nystromformer.py

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

* Update modeling and test_modeling

* Code refactor

* .rst to .mdx

* doc changes

* Doc changes

* Update modeling_nystromformer.py

* Doc changes

* Fix copies

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Update configuration_nystromformer.py

* Fix copies

* Update tests/test_modeling_nystromformer.py

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

* Update test_modeling_nystromformer.py

* Apply suggestions from code review

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

* Fix code style

* Update modeling_nystromformer.py

* Update modeling_nystromformer.py

* Fix code style

* Reformat modeling file

* Update modeling_nystromformer.py

* Modify NystromformerForMultipleChoice

* Fix code quality

* Apply suggestions from code review

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

* Code style changes and torch.no_grad()

* make style

* Apply suggestions from code review

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-01-11 14:25:49 +01:00