Commit Graph

1170 Commits

Author SHA1 Message Date
Patrick von Platen
880154d2e1 [Wav2Vec2] Fix special tokens for Wav2Vec2 tokenizer (#11349)
* fix wav2vec2 tok

* up
2021-04-22 12:23:08 +02:00
Sylvain Gugger
dabeb15292 Examples reorg (#11350)
* Base move

* Examples reorganization

* Update references

* Put back test data

* Move conftest

* More fixes

* Move test data to test fixtures

* Update path

* Apply suggestions from code review

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

* Address review comments and clean

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-04-21 11:11:20 -04:00
Nicolas Patry
aad95c7cde Removed max_length from being mandatory within generate. (#11314)
* Removed `max_length` from being mandatory within `generate`.

- Moving on to fully using `StoppingCriteria` for `greedy` and `sample`
modes.
- `max_length` still used for `beam_search` and `group_beam_search`
(Follow up PR)
- Fixes a bug with MaxLengthStoppingCriteria (we should stop as soon a
we hit the max_length, the comparison needs to be or equal, that affects
the tests).
- Added options to use `logits_processor` and `stopping_criteria`
directly within `generate` function (so some users can define their own
`logits_processor` and `stopping_criteria`).
- Modified the backward compat tests to make sure we issue a warning.

* Fix `max_length` argument in `generate`.

* Moving validate to being functional.

- Renamed `smax_length` to `stoppping_max_length`.

* Removing `logits_processor` and `stopping_criteria` from `generate`
arguments.

* Deepcopy.

* Fix global variable name.
2021-04-21 11:56:45 +02:00
Suraj Patil
cfd2eaa8cf [GPTNeo] create local attention mask ones (#11335)
* create local attention mask ones

* remove old method, address patricks comment
2021-04-20 18:37:44 +05:30
Sylvain Gugger
c0328a6c26 Load checkpoint without re-creating the model (#11318) 2021-04-19 20:31:29 -04:00
Sylvain Gugger
d9c62047a8 Trainer support for IterableDataset for evaluation and predict (#11286)
* Bulk of the work

* Polish and tests

* Update QA Trainer

* Avoid breaking the predict method

* Deprecation warnings

* Store real eval dataloder

* Get eval dataset reference before wrap
2021-04-16 16:01:58 -04:00
Nicolas Patry
92970c0cb9 Enabling multilingual models for translation pipelines. (#10536)
* [WIP] Enabling multilingual models for translation pipelines.

* decoder_input_ids -> forced_bos_token_id

* Improve docstring.

* Rebase

* Fixing 2 bugs

- Type token_ids coming from `_parse_and_tokenize`
- Wrong index from tgt_lang.

* Fixing black version.

* Adding tests for _build_translation_inputs and add them for all
tokenizers.

* Mbart actually puts the lang code at the end.

* Fixing m2m100.

* Adding TF support to `deep_round`.

* Update src/transformers/pipelines/text2text_generation.py

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

* Adding one line comment.

* Fixing M2M100 `_build_translation_input_ids`, and fix the call site.

* Fixing tests + deep_round -> nested_simplify

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-04-16 11:31:35 +02:00
Sylvain Gugger
2550b41aa2 Tokenizer fast save (#11234)
* Save fast tokenizers in both formats

* Fix for HerBERT

* Proper fix

* Properly test new behavior
2021-04-15 09:32:32 -04:00
Nicolas Patry
c3fcba3219 Adding pipeline task aliases. (#11247)
* Adding task aliases and adding `token-classification` and
`text-classification` tasks.

* Cleaning docstring.
2021-04-15 09:51:24 +02:00
Sylvain Gugger
aaaed56ffc Trainer iterable dataset (#11254)
* IterableDatasetShard

* Test and integration in Trainer

* Update src/transformers/trainer_pt_utils.py

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

* Style

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-04-14 17:02:26 -04:00
Stas Bekman
83206ca6a8 [deepspeed] test on one node 2 gpus max (#11237)
* test on one node 2 gpus max

* fix the other place

* refactor

* fix

* cleanup

* more exact version
2021-04-14 11:06:59 -07:00
Stas Bekman
3d339ee659 [Deepspeed] zero3 tests band aid (#11235)
* temp band-aid

* style
2021-04-13 17:58:09 -04:00
Sylvain Gugger
81009b7a5c Replace error by warning when loading an architecture in another (#11207)
* Replace error by warning when loading an architecture in another

* Style

* Style again

* Add a test

* Adapt old test
2021-04-13 10:33:52 -04:00
Philipp Schmid
f243a5ec0d Sagemaker test docs update for framework upgrade (#11206)
* increased train_runtime for model parallelism

* added documentation for framework upgrade
2021-04-12 19:08:33 -04:00
NielsRogge
9f1260971f Add DeiT (PyTorch) (#11056)
* First draft of deit

* More improvements

* Remove DeiTTokenizerFast from init

* Conversion script works

* Add DeiT to ViT conversion script

* Add tests, add head model, add support for deit in vit conversion script

* Update model checkpoint names

* Update image_mean and image_std, set resample to bicubic

* Improve docs

* Docs improvements

* Add DeiTForImageClassificationWithTeacher to init

* Address comments by @sgugger

* Improve feature extractors

* Make fix-copies

* Minor fixes

* Address comments by @patil-suraj

* All models uploaded

* Fix tests

* Remove labels argument from DeiTForImageClassificationWithTeacher

* Fix-copies, style and quality

* Fix tests

* Fix typo

* Multiple docs improvements

* More docs fixes
2021-04-12 18:07:10 -04:00
Sylvain Gugger
26212c14e5 Reactivate Megatron tests an use less workers 2021-04-09 18:09:53 -04:00
Philipp Schmid
6f90c29eaa added json dump and extraction of train run time (#11167)
* added json dump and extraction of train run time

* make style happy
2021-04-09 15:18:00 -04:00
Kevin Canwen Xu
fb41f9f50c Add a special tokenizer for CPM model (#11068)
* Add a special tokenizer for CPM model

* make style

* fix

* Add docs

* styles

* cpm doc

* fix ci

* fix the overview

* add test

* make style

* typo

* Custom tokenizer flag

* Add REAMDE.md

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
2021-04-10 02:07:47 +08:00
Sylvain Gugger
269c9638df Merge branch 'master' of github.com:huggingface/transformers 2021-04-08 21:14:56 -04:00
Sylvain Gugger
d31c7b104e Skip Megatron tests for now 2021-04-08 21:14:43 -04:00
Sylvain Gugger
ba8b1f4754 Add support for multiple models for one config in auto classes (#11150)
* Add support for multiple models for one config in auto classes

* Use get_values everywhere

* Prettier doc
2021-04-08 18:41:36 -04:00
Stas Bekman
66446909b2 [tests] relocate core integration tests (#11146)
* relocate core integration tests

* add sys.path context manager

* cleanup

* try

* try2

* fix path

* doc

* style

* add dep

* add 2 more deps
2021-04-08 13:13:17 -07:00
Andrea Cappelli
6c40e49712 Run mlm pad to multiple for fp16 (#11128)
* Add mlm collator pad to multiple option (#10627)

* Use padding to 8x in run mlm (#10627)
2021-04-08 16:12:49 -04:00
Philipp Schmid
9c9b8e707b Updates SageMaker docs for updating DLCs (#11140) 2021-04-08 16:05:53 -04:00
Julien Demouth
02ec02d6d3 Add nvidia megatron models (#10911)
* Add support for NVIDIA Megatron models

* Add support for NVIDIA Megatron GPT2 and BERT

Add the megatron_gpt2 model. That model reuses the existing GPT2 model. This
commit includes a script to convert a Megatron-GPT2 checkpoint downloaded
from NVIDIA GPU Cloud. See examples/megatron-models/README.md for details.

Add the megatron_bert model. That model is implemented as a modification of
the existing BERT model in Transformers. This commit includes a script to
convert a Megatron-BERT checkpoint downloaded from NVIDIA GPU Cloud. See
examples/megatron-models/README.md for details.

* Update src/transformers/models/megatron_bert/configuration_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/configuration_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/configuration_megatron_bert.py

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

* Remove model.half in tests + add "# Copied ..."

Remove the model.half() instruction which makes tests fail on the CPU.

Add a comment "# Copied ..." before many classes in the model to enable automatic
tracking in CI between the new Megatron classes and the original Bert ones.

* Fix issues

* Fix Flax/TF tests

* Fix copyright

* Update src/transformers/models/megatron_bert/configuration_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/configuration_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update docs/source/model_doc/megatron_bert.rst

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

* Update docs/source/model_doc/megatron_gpt2.rst

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

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

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py

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

* Update src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py

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

* Update src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py

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

* Update src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py

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

* Update src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py

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

* Update src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Update src/transformers/models/megatron_bert/modeling_megatron_bert.py

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

* Resolve most of 'sgugger' comments

* Fix conversion issue + Run make fix-copies/quality/docs

* Apply suggestions from code review

* Causal LM & merge

* Fix init

* Add CausalLM to last auto class

Co-authored-by: Julien Demouth <jdemouth@nvidia.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
2021-04-08 14:09:11 -04:00
Stas Bekman
c6d664849b [DeepSpeed] ZeRO Stage 3 (#10753)
* synced gpus

* fix

* fix

* need to use t5-small for quality tests

* notes

* complete merge

* fix a disappearing std stream problem

* start zero3 tests

* wip

* tune params

* sorting out the pre-trained model loading

* reworking generate loop wip

* wip

* style

* fix tests

* split the tests

* refactor tests

* wip

* parameterized

* fix

* workout the resume from non-ds checkpoint pass + test

* cleanup

* remove no longer needed code

* split getter/setter functions

* complete the docs

* suggestions

* gpus and their compute capabilities link

* Apply suggestions from code review

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

* style

* remove invalid paramgd

* automatically configure zero3 params that rely on hidden size

* make _get_resized_embeddings zero3-aware

* add test exercising resize_token_embeddings()

* add docstring

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-04-08 09:53:01 -07:00
Stas Bekman
1c15128312 [versions] handle version requirement ranges (#11110)
* handle version requirement ranges

* add mixed requirement test

* cleanup
2021-04-07 09:09:38 -07:00
Vasudev Gupta
7442801df5 fix tests (#11109) 2021-04-07 10:07:26 -04:00
Stas Bekman
c9035e4537 fix: The 'warn' method is deprecated (#11105)
* The 'warn' method is deprecated

* fix test
2021-04-07 09:20:06 -04:00
Sylvain Gugger
403d530eec Auto feature extractor (#11097)
* AutoFeatureExtractor

* Init and first tests

* Tests

* Damn you gitignore

* Quality

* Defensive test for when not all backends are here

* Use pattern for Speech2Text models
2021-04-06 19:20:08 -04:00
Suraj Patil
2a8115f083 [WIP] GPT Neo cleanup (#10985)
* better names

* add attention mixin

* all slow tests in one class

* make helper methods static so we can test

* add local attention tests

* better names

* doc

* apply review suggestions
2021-04-06 12:24:15 -04:00
Philipp Schmid
76800fb8e6 added new merged Trainer test (#11090) 2021-04-06 15:12:21 +02:00
Sylvain Gugger
04ceee7d24 Fix distributed gather for tuples of tensors of varying sizes (#11071) 2021-04-05 16:21:49 -04:00
Sylvain Gugger
090e3e6896 Add center_crop to ImageFeatureExtractoMixin (#11066) 2021-04-05 15:28:51 -04:00
konstin
abb7430003 Replace pkg_resources with importlib_metadata (#11061)
* Replace pkg_resources with importlib_metadata

Fixes #10964. The other reason for this change is that pkg_resources has been [deprecated](8fe85c22ce) in favor of importlib_metadata.

* Reduce to a single importlib_metadata import switch

* Trigger CI

Co-authored-by: Stas Bekman <stas@stason.org>
2021-04-05 12:12:19 -07:00
Lysandre Debut
9f4e0c23d6 Documentation about loading a fast tokenizer within Transformers (#11029)
* Documentation about loading a fast tokenizer within Transformers

* Apply suggestions from code review

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

* style

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-04-05 10:51:16 -04:00
Lysandre Debut
eb3479e7cf Some models have no tokenizers (#11064) 2021-04-05 09:37:49 -04:00
cronoik
57c1749efa DebertaTokenizer Rework closes #10258 (#10703)
* closes #10258

* typo

* reworked deberta test

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

* Update style

* VOCAB_FILES_NAMES is now a oneliner as suggested by @sgugger

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

* added #fmt: on as requested by @sgugger

* Style

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-04-01 13:53:53 -04:00
NielsRogge
30677dc743 Add Vision Transformer and ViTFeatureExtractor (#10950)
* Squash all commits into one

* Update ViTFeatureExtractor to use image_utils instead of torchvision

* Remove torchvision and add Pillow

* Small docs improvement

* Address most comments by @sgugger

* Fix tests

* Clean up conversion script

* Pooler first draft

* Fix quality

* Improve conversion script

* Make style and quality

* Make fix-copies

* Minor docs improvements

* Should use fix-copies instead of manual handling

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

This reverts commit fd4e591bce4496d41406425c82606a8fdaf8a50b.

* Place ViT in alphabetical order

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-04-01 11:16:05 -04:00
Sylvain Gugger
cd56f3fe7e Merge trainers (#10975)
* Replace is_sagemaker_distributed_available

* Merge SageMakerTrainer into Trainer

* Test with shorter condition

* Put back deleted line

* Deprecate SageMakerTrainer and SageMakerTrainingArguments

* Apply suggestions from code review

Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com>

Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com>
2021-03-31 10:01:30 -04:00
Sylvain Gugger
acc3bd9d2a Enforce string-formatting with f-strings (#10980)
* First third

* Styling and fix mistake

* Quality

* All the rest

* Treat %s and %d

* typo

* Missing )

* Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-03-31 10:00:27 -04:00
Philipp Schmid
ced7284a60 Sagemaker test fix (#10987)
* wrong makefile command

* ddp test fix
2021-03-31 07:44:22 -04:00
Patrick von Platen
e87505f3a1 [Flax] Add other BERT classes (#10977)
* add first code structures

* add all bert models

* add to init and docs

* correct docs

* make style
2021-03-31 09:45:58 +03:00
Suraj Patil
83d38c9ff3 GPT Neo few fixes (#10968)
* fix checkpoint names

* auto model

* fix doc
2021-03-30 11:15:55 -04:00
Patrick von Platen
7772ddb473 fix big bird gpu test (#10967) 2021-03-30 17:03:48 +03:00
Suraj Patil
860264379f GPT Neo (#10848)
* lets begin

* boom boom

* fix out proj in attn

* fix attention

* fix local attention

* add tokenizer

* fix imports

* autotokenizer

* fix checkpoint name

* cleanup

* more clean-up

* more cleanup

* output attentions

* fix attn mask creation

* fix imports

* config doc

* add tests

* add slow tests

* quality

* add conversion script

* copyright

* typo

* another bites the dust

* fix attention tests

* doc

* add embed init in convert function

* fix copies

* remove tokenizer

* enable caching

* address review comments

* improve config and create attn layer list internally

* more consistent naming

* init hf config from mesh-tf config json file

* remove neo tokenizer from doc

* handle attention_mask in local attn layer

* attn_layers => attention_layers

* add tokenizer_class in config

* fix docstring

* raise if len of attention_layers is not same as num_layers

* remove tokenizer_class from config

* more consistent naming

* fix doc

* fix checkpoint names

* fp16 compat

* Apply suggestions from code review

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-03-30 09:42:30 -04:00
Patrick von Platen
8780caa388 [WIP][Flax] Add general conversion script (#10809)
* save intermediate

* finish first version

* delete some more

* improve import

* fix roberta

* Update src/transformers/modeling_flax_pytorch_utils.py

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

* Update src/transformers/modeling_flax_pytorch_utils.py

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

* small corrections

* apply all comments

* fix deterministic

* make fix-copies

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-03-30 12:13:59 +03:00
Philipp Schmid
604c085087 Sagemaker test (#10925)
* init

* first working test

* added todo for setup.py

* working test for single node multi node ddp and smd

* added tensorflow single node test

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

* added directory for pytorch and tensorflow

* added comment for run_glue until it is available

* added output_dir to it

* smaller dataset to make test running faster

* adjust HP and script

* adjusted parameter for tensorflow

* refactored test scripts

* adjusted make file

* init

* first working test

* added todo for setup.py

* working test for single node multi node ddp and smd

* added tensorflow single node test

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

* added directory for pytorch and tensorflow

* added comment for run_glue until it is available

* added output_dir to it

* smaller dataset to make test running faster

* adjust HP and script

* adjusted parameter for tensorflow

* refactored test scripts

* adjusted make file

* updated dlc container

* commented in all tests

* added both ecr images

* added new master branches

* debug

* added new datasets version

* init

* strange rebase bug

* removed changes

* changed min version for tests to work

* updated DLC

* added model parallel test

* removed test files

* removed test files

* tested with ned dlc

* added correct sagemaker sdk version

* adjust DLCs for official one

* reworked tests

* quality

* removed default profile added documentation to it

* added step in release for sagemaker tests

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

* removed mistaken .DS_Stores from mac

* fixed tests

* added Sylvains feedback

* make style

* added lysandre's feedback
2021-03-30 08:28:02 +02:00
Vasudev Gupta
6dfd027279 BigBird (#10183)
* init bigbird

* model.__init__ working, conversion script ready, config updated

* add conversion script

* BigBirdEmbeddings working :)

* slightly update conversion script

* BigBirdAttention working :) ; some bug in layer.output.dense

* add debugger-notebook

* forward() working for BigBirdModel :) ; replaced gelu with gelu_fast

* tf code adapted to torch till rand_attn in bigbird_block_sparse_attention ; till now everything working :)

* BigBirdModel working in block-sparse attention mode :)

* add BigBirdForPreTraining

* small fix

* add tokenizer for BigBirdModel

* fix config & hence modeling

* fix base prefix

* init testing

* init tokenizer test

* pos_embed must be absolute, attn_type=original_full when add_cross_attn=True , nsp loss is optional in BigBirdForPreTraining, add assert statements

* remove position_embedding_type arg

* complete normal tests

* add comments to block sparse attention

* add attn_probs for sliding & global tokens

* create fn for block sparse attn mask creation

* add special tests

* restore pos embed arg

* minor fix

* attn probs update

* make big bird fully gpu friendly

* fix tests

* remove pruning

* correct tokenzier & minor fixes

* update conversion script , remove norm_type

* tokenizer-inference test add

* remove extra comments

* add docs

* save intermediate

* finish trivia_qa conversion

* small update to forward

* correct qa and layer

* better error message

* BigBird QA ready

* fix rebased

* add triva-qa debugger notebook

* qa setup

* fixed till embeddings

* some issue in q/k/v_layer

* fix bug in conversion-script

* fixed till self-attn

* qa fixed except layer norm

* add qa end2end test

* fix gradient ckpting ; other qa test

* speed-up big bird a bit

* hub_id=google

* clean up

* make quality

* speed up einsum with bmm

* finish perf improvements for big bird

* remove wav2vec2 tok

* fix tokenizer

* include docs

* correct docs

* add helper to auto pad block size

* make style

* remove fast tokenizer for now

* fix some

* add pad test

* finish

* fix some bugs

* fix another bug

* fix buffer tokens

* fix comment and merge from master

* add comments

* make style

* commit some suggestions

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

* Fix typos

* fix some more suggestions

* add another patch

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

* fix copies

* another path

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

* update

* update nit suggestions

* make style

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2021-03-30 08:51:34 +03:00
Sylvain Gugger
b0595d33c1 Add ImageFeatureExtractionMixin (#10905)
* Add ImageFeatureExtractionMixin

* Add dummy vision objects

* Add require_vision

* Add tests

* Fix test
2021-03-26 11:23:56 -04:00