Commit Graph

906 Commits

Author SHA1 Message Date
Patrick von Platen
9f3aa46f45
Add Unispeech & Unispeech-SAT (#13963)
* unispeech

* add copy from

* remove hubert copy from

* finish for today

* add unispeech-sat

* adapt more

* up

* up

* up

* up

* add modeling

* add tests

* up

* up

* finish

* up

* Apply suggestions from code review

* up

* up

* Apply suggestions from code review

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

* up

* up

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-10-26 18:59:58 +02:00
Thomas Chaigneau
1f60df81b2
Add Camembert to models exportable with ONNX (#14059)
Add Camembert to models exportable with ONNX

Co-authored-by: Thomas.Chaigneau <thomas.chaigneau@arkea.com>
Co-authored-by: Michael Benayoun <mickbenayoun@gmail.com>
2021-10-26 11:22:22 +02:00
Matt
84b9579da7
Remove unneeded to_tensor() in TF inline example (#14140) 2021-10-25 15:04:36 +01:00
Reza Gharibi
3e04a41a9b
Fix some writing issues in the docs (#14136)
* Fix some writing issues in the docs

* Run code quality check
2021-10-25 07:48:02 -04:00
Reza Gharibi
6b83090e80
Fix some typos in the docs (#14126)
* Fix some typos in the docs

* Fix a styling issue

* Fix code quality check error
2021-10-25 07:40:44 -04:00
Kevin Ko
95bab53868
Update TP parallel GEMM image (#14112)
* Update TP parallel GEMM image

* Delete parallelism-tp-parallel_gemm.png

* Update parallelism-tp-parallel_gemm.png
2021-10-22 12:57:48 -07:00
Reza Gharibi
7888914edd
Fix a typo in preprocessing docs (#14108) 2021-10-21 17:00:26 -04:00
Reza Gharibi
49155d2431
Fix broken link in translation section (#14087) 2021-10-20 15:10:57 -04:00
Ihor Omelchenko
9eda0d156d
Fix typo (#14056) 2021-10-18 18:03:39 -04:00
Patrick von Platen
d5ff69fce9
[Speech] Refactor Examples (#14040)
* adapt_examples

* up

* up

* up

* up

* add auto models

* finish
2021-10-18 17:43:35 +02:00
Sylvain Gugger
2c60ff2fe2
Add an API to register objects to Auto classes (#13989)
* Add API to register a new object in auto classes

* Fix test

* Documentation

* Add to tokenizers and test

* Add cleanup after tests

* Be more careful

* Move import

* Move import

* Cleanup in TF test too

* Add consistency check

* Add documentation

* Style

* Update docs/source/model_doc/auto.rst

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

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

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-10-18 10:22:46 -04:00
Dat Quoc Nguyen
3d587c5343
Add BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (#13788)
* Add the pre-trained BARTpho model

* Add the pre-trained BARTpho model

* Add the pre-trained BARTpho model

* Fix incorrectly sorted and/or formatted imports

* Fix incorrectly sorted and/or formatted style

* Fix check_dummies

* Fix check_dummies

* Fix check_dummies

* Update docs/source/model_doc/bartpho.rst

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

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

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

* Update src/transformers/models/bartpho/tokenization_bartpho.py

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

* Update tests/test_tokenization_bartpho.py

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

* Update src/transformers/models/bartpho/tokenization_bartpho.py

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

* Update tests/test_tokenization_bartpho.py

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

* Update docs/source/model_doc/bartpho.rst

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

* Update docs/source/model_doc/bartpho.rst

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

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

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

* Add the pre-trained BARTpho model

* Add Tips section in doc and details of monolingual_vocab_file

* Fix conflicts

* Add another tip related to monolingual_vocab_file

* Readd dependency_versions_table.py

* Handle failing checks

* Remove test_list.txt

* Remove md5sum.saved

* Revise Readme.md

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-10-18 10:16:46 -04:00
Anton Lozhkov
cd3166a8ed
Add the SEW and SEW-D speech models (#13962)
* Working encoder

* SEW-D and tests

* Further conv fixes

* Automodels and conv inits

* Update integration tests, add docs

* Docs cleanup, resolve todos

* Conf fix

* Fix docs

* Fix tests, apply suggestions

* Update src/transformers/models/sew/modeling_sew.py

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

* Model conversion and updated no-mask tests

* Remove copy of feature_proj

* Style

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

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

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

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

* Move orgs

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2021-10-15 18:26:26 +03:00
Patrick von Platen
7fb2a8b3d9
up (#14008) 2021-10-14 15:46:22 +02:00
NielsRogge
408b2d2bd0
Add TrOCR + VisionEncoderDecoderModel (#13874)
* First draft

* Update self-attention of RoBERTa as proposition

* Improve conversion script

* Add TrOCR decoder-only model

* More improvements

* Make forward pass with pretrained weights work

* More improvements

* Some more improvements

* More improvements

* Make conversion work

* Clean up print statements

* Add documentation, processor

* Add test files

* Small improvements

* Some more improvements

* Make fix-copies, improve docs

* Make all vision encoder decoder model tests pass

* Make conversion script support other models

* Update URL for OCR image

* Update conversion script

* Fix style & quality

* Add support for the large-printed model

* Fix some issues

* Add print statement for debugging

* Add print statements for debugging

* Make possible fix for sinusoidal embedding

* Further debugging

* Potential fix v2

* Add more print statements for debugging

* Add more print statements for debugging

* Deubg more

* Comment out print statements

* Make conversion of large printed model possible, address review comments

* Make it possible to convert the stage1 checkpoints

* Clean up code, apply suggestions from code review

* Apply suggestions from code review, use Microsoft models in tests

* Rename encoder_hidden_size to cross_attention_hidden_size

* Improve docs
2021-10-13 10:28:56 +02:00
Stas Bekman
61f6426269
[parallel doc] dealing with layers larger than one gpu (#13980) 2021-10-12 15:37:55 -07:00
Yih-Dar
8b240a0661
Add TFEncoderDecoderModel + Add cross-attention to some TF models (#13222)
* Add cross attentions to TFGPT2Model

* Add TFEncoderDecoderModel

* Add TFBaseModelOutputWithPoolingAndCrossAttentions

* Add cross attentions to TFBertModel

* Fix past or past_key_values argument issue

* Fix generation

* Fix save and load

* Add some checks and comments

* Clean the code that deals with past keys/values

* Add kwargs to processing_inputs

* Add serving_output to TFEncoderDecoderModel

* Some cleaning + fix use_cache value issue

* Fix tests + add bert2bert/bert2gpt2 tests

* Fix more tests

* Ignore crossattention.bias when loading GPT2 weights into TFGPT2

* Fix return_dict_in_generate in tf generation

* Fix is_token_logit_eos_token bug in tf generation

* Finalize the tests after fixing some bugs

* Fix another is_token_logit_eos_token bug in tf generation

* Add/Update docs

* Add TFBertEncoderDecoderModelTest

* Clean test script

* Add TFEncoderDecoderModel to the library

* Add cross attentions to TFRobertaModel

* Add TFRobertaEncoderDecoderModelTest

* make style

* Change the way of position_ids computation

* bug fix

* Fix copies in tf_albert

* Remove some copied from and apply some fix-copies

* Remove some copied

* Add cross attentions to some other TF models

* Remove encoder_hidden_states from TFLayoutLMModel.call for now

* Make style

* Fix TFRemBertForCausalLM

* Revert the change to longformer + Remove copies

* Revert the change to albert and convbert + Remove copies

* make quality

* make style

* Add TFRembertEncoderDecoderModelTest

* make quality and fix-copies

* test TFRobertaForCausalLM

* Fixes for failed tests

* Fixes for failed tests

* fix more tests

* Fixes for failed tests

* Fix Auto mapping order

* Fix TFRemBertEncoder return value

* fix tf_rembert

* Check copies are OK

* Fix missing TFBaseModelOutputWithPastAndCrossAttentions is not defined

* Add TFEncoderDecoderModelSaveLoadTests

* fix tf weight loading

* check the change of use_cache

* Revert the change

* Add missing test_for_causal_lm for TFRobertaModelTest

* Try cleaning past

* fix _reorder_cache

* Revert some files to original versions

* Keep as many copies as possible

* Apply suggested changes - Use raise ValueError instead of assert

* Move import to top

* Fix wrong require_torch

* Replace more assert by raise ValueError

* Add test_pt_tf_model_equivalence (the test won't pass for now)

* add test for loading/saving

* finish

* finish

* Remove test_pt_tf_model_equivalence

* Update tf modeling template

* Remove pooling, added in the prev. commit, from MainLayer

* Update tf modeling test template

* Move inputs["use_cache"] = False to modeling_tf_utils.py

* Fix torch.Tensor in the comment

* fix use_cache

* Fix missing use_cache in ElectraConfig

* Add a note to from_pretrained

* Fix style

* Change test_encoder_decoder_save_load_from_encoder_decoder_from_pt

* Fix TFMLP (in TFGPT2) activation issue

* Fix None past_key_values value in serving_output

* Don't call get_encoderdecoder_model in TFEncoderDecoderModelTest.test_configuration_tie until we have a TF checkpoint on Hub

* Apply review suggestions - style for cross_attns in serving_output

* Apply review suggestions - change assert + docstrings

* break the error message to respect the char limit

* deprecate the argument past

* fix docstring style

* Update the encoder-decoder rst file

* fix Unknown interpreted text role "method"

* fix typo

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2021-10-13 00:10:34 +02:00
Adam Kaczmarek
23ee06ed55
Fixed typo: herBERT -> HerBERT (#13936) 2021-10-08 10:27:32 -04:00
Mishig Davaadorj
026866df92
Image Segmentation pipeline (#13828)
* Implement img seg pipeline

* Update src/transformers/pipelines/image_segmentation.py

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

* Update src/transformers/pipelines/image_segmentation.py

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

* Update output shape with individual masks

* Rm dev change

* Remove loops in test

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2021-10-08 09:59:53 +02:00
Lysandre
5be59a3649 Deploy docs for v4.11.3 2021-10-06 12:58:47 -04:00
Sylvain Gugger
7d83655da9
Autodocument the list of ONNX-supported models (#13884) 2021-10-05 22:43:16 -04:00
Hyunwoong Ko
36fc401621
Update parallelism.md (#13892)
* Update parallelism.md

* Update docs/source/parallelism.md

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

* Update docs/source/parallelism.md

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

* Update docs/source/parallelism.md

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

* Update docs/source/parallelism.md

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

* Update docs/source/parallelism.md

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

* Update docs/source/parallelism.md

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

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
2021-10-05 17:42:12 -07:00
Evgeniy Zheltonozhskiy
6c08840628
Fix broken link to distill models in docs (#13848)
* Fix broken link to distill models

* Missing symbol

* Fix spaces
2021-10-04 11:57:54 -04:00
Sidd Karamcheti
3a8de58c51
Add Mistral GPT-2 Stability Tweaks (#13573)
* Add layer-wise scaling

* Add reorder & upcasting argument

* Add OpenAI GPT-2 weight initialization scheme

* start `layer_idx` count at zero for consistency

* disentangle attn and reordered and upscaled attn function

* rename `scale_attn_by_layer` to `scale_attn_by_layer_id`

* make autocast from amp compatible with pytorch<1.6

* fix docstring

* style fixes

* Add fixes from PR feedback, style tweaks

* Fix doc whitespace

* Reformat

* First pass scale_attn_by_layer_idx and reorder_and_upcast_attn tests

* Rename scale_attn_by_layer_idx, add tip

* Remove extra newline

* add test for weight initialization

* update code format

* add assert check weights are fp32

* remove assert

* Fix incorrect merge

* Fix shape mismatch in baddbmm

* Add generation test for Mistral flags

Co-authored-by: leandro <leandro.vonwerra@spoud.io>
Co-authored-by: Keshav Santhanam <keshav2@stanford.edu>
Co-authored-by: J38 <jebolton@stanford.edu>
2021-10-04 07:37:09 -04:00
Yaser Abdelaziz
955fd4fea9
[docs/gpt-j] fix typo (#13851) 2021-10-04 12:30:50 +02:00
Patrick von Platen
41436d3dfb
[DPR] Correct init (#13796)
* update

* add to docs and init

* make fix-copies
2021-09-30 18:55:20 +02:00
Stas Bekman
e1d1c7c087
[testing] auto-replay captured streams (#13803) 2021-09-30 09:26:49 -07:00
Sylvain Gugger
5f25855b3e Update doc for v4.11.2 2021-09-30 11:58:33 -04:00
Suraj Patil
bf6118e70c
[docs/gpt-j] addd instructions for how minimize CPU RAM usage (#13795)
* add a note about tokenizer

* add  tips to load model is less RAM

* fix link

* fix more links
2021-09-29 23:43:46 +05:30
Sylvain Gugger
cf4aa3597f Update doc for v4.11.1 2021-09-29 12:09:40 -04:00
Nishant Prabhu
a1ea3adb28
Fix LayoutLM ONNX test error (#13710)
Fix LayoutLM ONNX test error
2021-09-29 06:50:15 -07:00
Matt
3a8a8013ad
Keras callback to push to hub each epoch, or after N steps (#13773)
* Keras callback to push to hub each epoch, or after N steps

* Reworked the callback to use Repository

* Use an Enum for save_strategy

* Style pass

* Correct type for tokenizer

* Update src/transformers/keras_callbacks.py

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

* Update src/transformers/keras_callbacks.py

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

* Update src/transformers/keras_callbacks.py

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

* Update src/transformers/keras_callbacks.py

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

* Update src/transformers/keras_callbacks.py

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

* Update src/transformers/keras_callbacks.py

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

* Adding print message to the final upload

* Adding print message to the final upload

* Change how we wait for the last process to finish

* is_done is a property, not a method, derp

* Docstrings and documentation

* Style pass

* Style edit

* Docstring reformat

* Docstring rewrite

* Replacing print with internal logger

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-09-29 12:47:35 +01:00
Lysandre
11c69b8045 Docs for version v4.11.0 2021-09-27 14:19:38 -04:00
Lysandre
dc193c906d Release: v4.11.0 2021-09-27 14:14:09 -04:00
Lysandre Debut
5b57075449
Add BlenderBot small tokenizer to the init (#13367)
* Add BlenderBot small tokenizer to the init

* Update src/transformers/__init__.py

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

* Style

* Bugfix

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2021-09-22 19:00:47 -04:00
Suraj Patil
6dc41d9f8e
add a note about tokenizer (#13696) 2021-09-22 17:18:13 -04:00
Sylvain Gugger
27d4639779
Make gradient_checkpointing a training argument (#13657)
* Make gradient_checkpointing a training argument

* Update src/transformers/modeling_utils.py

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

* Update src/transformers/configuration_utils.py

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

* Fix tests

* Style

* document Gradient Checkpointing as a performance feature

* Small rename

* PoC for not using the config

* Adapt BC to new PoC

* Forgot to save

* Rollout changes to all other models

* Fix typo

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas@stason.org>
2021-09-22 07:51:38 -04:00
Kamal Raj
a2dec768a2
beit-flax (#13515)
* beit-flax

* updated FLAX_BEIT_MLM_DOCSTRING

* removed bool_masked_pos from classification

* updated Copyright

* code refactoring: x -> embeddings

* updated test: rm from_pt

* Update docs/source/model_doc/beit.rst

* model code dtype updates and
other changes according to review

* relative_position_bias
revert back to pytorch design
2021-09-21 13:34:19 +02:00
Patrick von Platen
48fa42e5d5
Add Speech AutoModels (#13655)
* upload

* correct

* correct

* correct

* finish

* up

* up

* up again
2021-09-21 08:50:33 +02:00
flozi00
ea92136597
Fix typo distilbert doc (#13643) 2021-09-20 15:10:33 -04:00
flozi00
aeb2dac04d
Change https:/ to https:// (#13644) 2021-09-20 12:31:46 -04:00
Ayaka Mikazuki
04976a32dc
Fix mT5 documentation (#13639)
* Fix MT5 documentation

The abstract is incomplete

* MT5 -> mT5
2021-09-20 07:53:31 -04:00
Gunjan Chhablani
d8049331dc
Add FNet (#13045)
* Init FNet

* Update config

* Fix config

* Update model classes

* Update tokenizers to use sentencepiece

* Fix errors in model

* Fix defaults in config

* Remove position embedding type completely

* Fix typo and take only real numbers

* Fix type vocab size in configuration

* Add projection layer to embeddings

* Fix position ids bug in embeddings

* Add minor changes

* Add conversion script and remove CausalLM vestiges

* Fix conversion script

* Fix conversion script

* Remove CausalLM Test

* Update checkpoint names to dummy checkpoints

* Add tokenizer mapping

* Fix modeling file and corresponding tests

* Add tokenization test file

* Add PreTraining model test

* Make style and quality

* Make tokenization base tests work

* Update docs

* Add FastTokenizer tests

* Fix fast tokenizer special tokens

* Fix style and quality

* Remove load_tf_weights vestiges

* Add FNet to  main README

* Fix configuration example indentation

* Comment tokenization slow test

* Fix style

* Add changes from review

* Fix style

* Remove bos and eos tokens from tokenizers

* Add tokenizer slow test, TPU transforms, NSP

* Add scipy check

* Add scipy availabilty check to test

* Fix tokenizer and use correct inputs

* Remove remaining TODOs

* Fix tests

* Fix tests

* Comment Fourier Test

* Uncomment Fourier Test

* Change to google checkpoint

* Add changes from review

* Fix activation function

* Fix model integration test

* Add more integration tests

* Add comparison steps to MLM integration test

* Fix style

* Add masked tokenization fix

* Improve mask tokenization fix

* Fix index docs

* Add changes from review

* Fix issue

* Fix failing import in test

* some more fixes

* correct fast tokenizer

* finalize

* make style

* Remove additional tokenization logic

* Set do_lower_case to False

* Allow keeping accents

* Fix tokenization test

* Fix FNet Tokenizer Fast

* fix tests

* make style

* Add tips to FNet docs

Co-authored-by: patrickvonplaten <patrick.v.platen@gmail.com>
2021-09-20 13:24:30 +02:00
elishowk
054b6013c2
separate model card git push from the rest (#13514)
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-09-14 18:07:36 +02:00
Bhadresh Savani
c1e47bf4fe
[Flax] Addition of FlaxPegasus (#13420)
* added initial files

* fixes pipeline

* fixes style and quality

* fixes doc issue and positional encoding

* fixes layer norm and test

* fixes quality issue

* fixes code quality

* removed extra layer norm

* added layer norm back in encoder and decoder

* added more code copy quality checks

* update tests

* Apply suggestions from code review

* fix import

* fix test

Co-authored-by: patil-suraj <surajp815@gmail.com>
2021-09-14 17:15:19 +02:00
Sylvain Gugger
3081d3868e
Push to hub when saving checkpoints (#13503)
* Push to hub when saving checkpoints

* Add model card

* Revert partial model card

* Small fix for checkpoint

* Add tests

* Add documentation

* Fix tests

* Bump huggingface_hub

* Fix test
2021-09-14 08:02:15 -04:00
SaulLu
149c833b75
Small changes in perplexity.rstto make the notebook executable on google collaboratory (#13541)
* add imports

* Update docs/source/perplexity.rst

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

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-09-13 13:32:32 +02:00
patrickvonplaten
72ec2f3eb5 Docs for v4.10.1 2021-09-10 16:45:19 +02:00
Nicolas Patry
c63fcabfe9
[Large PR] Entire rework of pipelines. (#13308)
* Enabling dataset iteration on pipelines.

Enabling dataset iteration on pipelines.

Unifying parameters under `set_parameters` function.

Small fix.

Last fixes after rebase

Remove print.

Fixing text2text `generate_kwargs`

No more `self.max_length`.

Fixing tf only conversational.

Consistency in start/stop index over TF/PT.

Speeding up drastically on TF (nasty bug where max_length would increase
a ton.)

Adding test for support for non fast tokenizers.

Fixign GPU usage on zero-shot.

Fix working on Tf.

Update src/transformers/pipelines/base.py

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

Update src/transformers/pipelines/base.py

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

Small cleanup.

Remove all asserts + simple format.

* Fixing audio-classification for large PR.

* Overly explicity null checking.

* Encapsulating GPU/CPU pytorch manipulation directly within `base.py`.

* Removed internal state for parameters of the  pipeline.

Instead of overriding implicitly internal state, we moved
to real named arguments on every `preprocess`, `_forward`,
`postprocess` function.

Instead `_sanitize_parameters` will be used to split all kwargs
of both __init__ and __call__ into the 3 kinds of named parameters.

* Move import warnings.

* Small fixes.

* Quality.

* Another small fix, using the CI to debug faster.

* Last fixes.

* Last fix.

* Small cleanup of tensor moving.

* is not None.

* Adding a bunch of docs + a iteration test.

* Fixing doc style.

* KeyDataset = None guard.

* RRemoving the Cuda test for pipelines (was testing).

* Even more simple iteration test.

* Correct import .

* Long day.

* Fixes in docs.

* [WIP] migrating object detection.

* Fixed the target_size bug.

* Fixup.

* Bad variable name.

* Fixing `ensure_on_device` respects original ModelOutput.
2021-09-10 14:47:48 +02:00
Aleksander Smywiński-Pohl
c37573806a
Fix typo in deepspeed documentation (#13482)
* Fix typo in deepspeed documentation

* Add missing import in deepspeed configuration
2021-09-08 11:24:10 -07:00