Suraj Patil
6a025487a6
[Flax examples] remove dependancy on pytorch training args ( #14636 )
...
* use custom training arguments
* update tests
2021-12-12 09:19:12 +05:30
Lysandre
ab31b3e41b
Docs for v4.14.0dev0
2021-12-09 17:09:23 +01:00
Lysandre
4da3a696e4
Release: v4.13.0
2021-12-09 16:55:21 +01:00
Gaurang Tandon
4ea19de80c
fix: verify jsonlines file in run_translation ( #14660 ) ( #14661 )
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* fix: verify jsonl in run_translation (#14660 )
* fix(run_translation.py): json/jsonl validation
Both json and jsonl are to be accepted as valid jsonlines file extension
* fix(run_translation.py): make black happy
* Ran make style
2021-12-08 13:25:30 -05:00
Suraj Patil
75ae287aec
fix flax examples tests ( #14646 )
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* make tensorboard optional
* update test_fetcher for flax examples
* make the tests slow
2021-12-07 00:34:27 +05:30
Suraj Patil
cbe6026536
fix flax example tests ( #14643 )
2021-12-06 23:14:37 +05:30
Jay Zhang
1ccc033c56
Update the example of exporting Bart + BeamSearch to ONNX module to resolve comments. ( #14310 )
...
* Update code to resolve comments left in previous PR.
* Add README.md file for this example.
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update README.md file to resolve comments.
* Add a section name.
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: Gary Miguel <garymm@garymm.org>
* Add more comments for _convert_past_list_to_tuple().
* Change the default file name to a consistent one.
* Fix a format issue.
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: Gary Miguel <garymm@garymm.org>
* Update examples/onnx/pytorch/translation/run_onnx_exporter.py
Co-authored-by: Gary Miguel <garymm@garymm.org>
* Update examples/onnx/pytorch/translation/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
* Change the folder to summarization and address some other coments.
* Update the torch version.
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Gary Miguel <garymm@garymm.org>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2021-12-06 14:01:51 +01:00
Julien Chaumond
6cdc3a7844
[urls to hub] Replace outdated model tags with their now-canonical pipeline types ( #14617 )
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* Replace outdated model tags with their now-canonical pipeline types
* spam the CI till it's green
2021-12-06 04:35:01 -05:00
Suraj Patil
c5bd732ac6
Add Flax example tests ( #14599 )
...
* add test for glue
* add tests for clm
* fix clm test
* add summrization tests
* more tests
* fix few tests
* add test for t5 mlm
* fix t5 mlm test
* fix tests for multi device
* cleanup
* ci job
* fix metric file name
* make t5 more robust
2021-12-06 10:48:58 +05:30
Kamal Raj
803a8cd18f
updated readme with proper arguments ( #14624 )
2021-12-05 22:12:51 -05:00
(Bill) Yuchen Lin
3977b58437
fix a typo ( #14626 )
2021-12-05 11:31:23 +05:30
Leandro von Werra
43f953cc2e
Add CodeParrot 🦜 codebase ( #14536 )
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* add readme skeleton
* update readme
* add initialization script
* add deduplication script
* add codeparrot training script
* add code generation evaluation
* add validation loss script
* add requirements
* update readme
* tweak readme
* make style
* add highlights to readme
* add CLIs to scripts
* add tokenizer training script
* add docstring to constant length dataset
* fix defaults in arguments
* update readme with cli
* move image to hub
* tweaks of readme
* fix cli commands
* add author
* explain env variables
* fix formatting
* Update examples/research_projects/codeparrot/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
* Apply suggestions from code review
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
* replace generic with gpt2 tokenizer
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2021-12-02 10:41:35 +01:00
Sylvain Gugger
4df7d05a87
Doc new front ( #14590 )
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* Convert PretrainedConfig doc to Markdown
* Use syntax
* Add necessary doc files (#14496 )
* Doc fixes (#14499 )
* Fixes for the new front
* Convert DETR file for table
* Title is needed
* Simplify a bit
* Even simpler
* Remove imports
* Fix typo in toctree (#14516 )
* Fix checkpoints badge
* Update versions.yml format (#14517 )
* Doc new front github actions (#14512 )
* Doc new front github actions
* Fix docstring
* Fix feature extraction utils import (#14515 )
* Address Julien's comments
* Push to doc-builder
* Ready for merge
* Remove old build and deploy
* Doc misc fixes (#14583 )
* Rm versions.yml from doc
* Fix converting.rst
* Rm pretrained_models from toctree
* Fix index links (#14567 )
* Fix links in README
* Localized READMEs
* Fix copy script
* Fix find doc script
* Update README_ko.md
Co-authored-by: Julien Chaumond <julien@huggingface.co>
Co-authored-by: Julien Chaumond <julien@huggingface.co>
* Adapt build command to new CLI tools (#14578 )
* Fix typo
* Fix doc interlinks (#14589 )
* Convert PretrainedConfig doc to Markdown
* Use syntax
* Rm pattern <[a-z]+(.html).*>
* Rm huggingface.co/transformers/master
* Rm .html
* Rm .html from index.mdx
* Rm .html from model_summary.rst
* Update index.mdx rm html
* Update remove .html
* Fix inner doc links
* Fix interlink in preprocssing.rst
* Update pr_checks
Co-authored-by: Sylvain Gugger <sylvain.gugger@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Convert PretrainedConfig doc to Markdown
* Use syntax
* Add necessary doc files (#14496 )
* Doc fixes (#14499 )
* Fixes for the new front
* Convert DETR file for table
* Title is needed
* Simplify a bit
* Even simpler
* Remove imports
* Fix checkpoints badge
* Fix typo in toctree (#14516 )
* Update versions.yml format (#14517 )
* Doc new front github actions (#14512 )
* Doc new front github actions
* Fix docstring
* Fix feature extraction utils import (#14515 )
* Address Julien's comments
* Push to doc-builder
* Ready for merge
* Remove old build and deploy
* Doc misc fixes (#14583 )
* Rm versions.yml from doc
* Fix converting.rst
* Rm pretrained_models from toctree
* Fix index links (#14567 )
* Fix links in README
* Localized READMEs
* Fix copy script
* Fix find doc script
* Update README_ko.md
Co-authored-by: Julien Chaumond <julien@huggingface.co>
Co-authored-by: Julien Chaumond <julien@huggingface.co>
* Adapt build command to new CLI tools (#14578 )
* Fix typo
* Fix doc interlinks (#14589 )
* Convert PretrainedConfig doc to Markdown
* Use syntax
* Rm pattern <[a-z]+(.html).*>
* Rm huggingface.co/transformers/master
* Rm .html
* Rm .html from index.mdx
* Rm .html from model_summary.rst
* Update index.mdx rm html
* Update remove .html
* Fix inner doc links
* Fix interlink in preprocssing.rst
* Update pr_checks
Co-authored-by: Sylvain Gugger <sylvain.gugger@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Styling
Co-authored-by: Mishig Davaadorj <mishig.davaadorj@coloradocollege.edu>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Julien Chaumond <julien@huggingface.co>
2021-12-01 14:13:02 -05:00
Thomas Viehmann
6ed9882ddb
use functional interface for softmax in attention ( #14198 )
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* use functional interface instead of instantiating module and immediately calling it
* fix torch.nn.functional to nn.functional. Thank you Stas!
2021-11-30 11:47:33 -05:00
Rahul Nadkarni
8332327dca
Fix sentinel token IDs in data collator for Flax T5 pretraining script ( #14477 )
2021-11-29 17:30:17 +01:00
Kamal Raj
2bd950ca47
[Flax] token-classification model steps enumerate start from 1 ( #14547 )
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* step start from 1
* Updated cur_step calcualtion
2021-11-29 21:55:59 +05:30
Nicholas Broad
69e16abf98
Switch from using sum for flattening lists of lists in group_texts ( #14472 )
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* remove sum for list flattening
* change to chain(*)
* make chain object a list
* delete empty lines
per sgugger's suggestions
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Nicholas Broad <nicholas@nmbroad.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-11-22 16:17:26 -05:00
Stas Bekman
11f65d4158
[test] add test for --config_overrides ( #14466 )
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* add test for --config_overrides
* remove unneeded parts of the test
2021-11-22 11:33:43 -05:00
Shang Zhang
a59e7c1ed4
Add QDQBert model and quantization examples of SQUAD task ( #14066 )
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* clean up branch for add-qdqbert-model
* README update for QAT example; update docstrings in modeling_qdqbert.py
* Update qdqbert.rst
* Update README.md
* Update README.md
* calibration data using traning set; QAT example runs in fp32
* re-use BERTtokenizer for qdqbert
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* remove qdqbert tokenizer
* Update qdqbert.rst
* update evaluate-hf-trt-qa.py
* update configuration_qdqbert.py
* update modeling_qdqbert.py: add copied statement; replace assert with ValueError
* update copied from statement
* add is_quantization_available; run make fix-copies
* unittest add require_quantization
* add backend dependency to qdqbert model
* update README; update evaluate script; make style
* lint
* docs qdqbert update
* circleci build_doc add pytorch-quantization for qdqbert
* update README
* update example readme with instructions to upgrade TensorRT to 8.2
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* change quantization to pytorch_quantization for backend requirement
* feed_forward_chunking not supported in QDQBert
* make style
* update model docstrings and comments in testing scripts
* rename example to quantization-qdqbert; rename example scripts from qat to quant
* Update src/transformers/models/qdqbert/modeling_qdqbert.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* rm experimental functions in quant_trainer
* qa cleanup
* make fix-copies for docs index.rst
* fix doctree; use post_init() for qdqbert
* fix early device assignment for qdqbert
* fix CI:Model templates runner
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2021-11-19 13:33:39 -05:00
Patrick von Platen
efea0f868b
[Speech Recognition] More examples
...
Add more XLS-R training runs to the official examples
2021-11-18 23:42:02 +01:00
William Held
01f8e639d3
Recover Deleted XNLI Instructions ( #14437 )
2021-11-17 20:16:47 -05:00
Antonio Carlos Falcão Petri
7544efc92e
[Gradient checkpoining] Update Wav2Vec scripts ( #14036 )
...
Co-authored-by: Stas Bekman <stas@stason.org>
2021-11-17 18:37:21 +01:00
Eldar Kurtic
9fd937ead1
Replace BertLayerNorm with LayerNorm ( #14385 )
...
Running Movement pruning experiments with the newest HuggingFace would crash due to non-existing BertLayerNorm.
2021-11-15 13:25:10 -05:00
Matt
267867e851
Quick fix to TF summarization example ( #14401 )
2021-11-15 13:45:51 +00:00
Patrick von Platen
55f49c5f4b
[Wav2Vec2 Example] Improve fine-tuning script ( #14373 )
...
* improve some stuff
* finish
* correct last
2021-11-12 16:35:57 +01:00
Stas Bekman
77262ef750
fix --gradient_checkpointing ( #13964 )
2021-11-11 17:50:21 +01:00
Matt
7f20bf0d43
Fixing requirements for TF LM models and use correct model mappings ( #14372 )
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* Fixing requirements for TF LM models and use correct model mappings
* make style
2021-11-11 15:34:00 +00:00
Suraj Patil
e92190c0f8
Fix Flax params dtype ( #13098 )
...
* fix inits
* fix embed dtype
* fix embed dtype
* add test to check default dtype
* quality
* add type conversion methods for flax models
* more robust casting
* cast sinusoidal positions
* update pegasus
* update albert
* update test
* make sure dtype is passed to every module
* style
* fix electra dense
* fix t5
* quality
* add more tests
* better name
* use the dtype for lm head computation
* fix albert
* style
* fix albert embed dtype
* more tests
* fix vision enc-dec
* cleanup
* fix embed dtype pegasus
* fix default param test
* doc
* update template
* fix final_logits_bias dtype
* Apply suggestions from code review
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* fix doc
* fix doc
* add detailed docstring for dtype parameter
* remove un-necessary import
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2021-11-11 14:45:20 +05:30
Suraj Patil
85a4bda4f4
bump flax version ( #14343 )
2021-11-09 22:15:22 +05:30
karthikrangasai
4f24058c58
Update Seq2Seq QA example script to use SQuAD metric. ( #14335 )
...
* Update postporcessing accordingly to use SQuAD metric.
* Update assets accordingly based on SQuAD metrics.
* Fix function naming error.
2021-11-09 08:04:23 -05:00
Junbum Lee
c016dbdbda
Fix execution PATH for PPLM Example ( #14287 )
2021-11-06 10:33:47 -04:00
Sylvain Gugger
08a5f57567
Add new LFS prune API ( #14294 )
2021-11-05 18:58:51 -04:00
Sylvain Gugger
558f8543ba
Update Transformers to huggingface_hub >= 0.1.0 ( #14251 )
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* Update Transformers to huggingface_hub >= 0.1.0
* Forgot to save...
* Style
* Fix test
2021-11-02 18:58:42 -04:00
NielsRogge
7396095af7
Update README of QA examples ( #14172 )
2021-11-01 12:52:22 +01:00
Thomas Wang
5b45422b58
Remove n_ctx from configs ( #14165 )
...
* Remove n_ctx from configs
* Fix GPTJ and OpenAIGPT, both are acceptable breaking changes as there are no configs such that it breaks
* Remove unecessary n_positions from TFOpenAIGPT
2021-10-29 11:50:25 +02:00
Patrick von Platen
ba71f1b57f
Update README.md
2021-10-28 19:43:05 +02:00
Lysandre
b8fad022a0
v4.13.0.dev0
2021-10-28 12:56:46 -04:00
Lysandre
62bf536631
Release v4.12.0
2021-10-28 12:09:49 -04:00
Anton Lozhkov
78b6a2ecbd
Add audio-classification benchmarking results ( #14192 )
2021-10-28 15:59:18 +03:00
Patrick von Platen
88cd82e801
Update README.md
2021-10-28 02:35:01 +02:00
Patrick von Platen
e118db15d6
Update README.md
2021-10-28 01:59:27 +02:00
Patrick von Platen
01b1466983
[TPU tests] Enable first TPU examples pytorch ( #14121 )
...
* up
* up
* fix
* up
* Update examples/pytorch/test_xla_examples.py
* correct labels
* up
* up
* up
* up
* up
* up
2021-10-28 01:22:28 +02:00
Emanuel Huber
ebd48c6de5
Replace assertions with ValueError exception ( #14142 )
...
Updated masked-language modeling examples in pytorch
with convention defined by #12789
2021-10-26 17:14:29 -04:00
Matthew Goldey
42bfb83d74
fix typos in error messages in speech recognition example and modelcard.py ( #14166 )
...
* specify the text column name in the error message
* pluralize the word fields
2021-10-26 16:36:26 -04:00
Jangwon Park
41dad89f70
chore: typo on ner accelerate example code ( #14150 )
2021-10-26 16:23:41 -04:00
Patrick von Platen
9799f4e150
Update README.md
2021-10-26 18:59:25 +02:00
Patrick von Platen
f5ed19f57d
[Speech Recognition] - Distributed training: Make sure vocab file removal and creation don't interfer ( #14161 )
...
* up
* better
2021-10-26 15:59:33 +02:00
Patrick von Platen
e248e9b042
up ( #14154 )
2021-10-26 13:08:18 +02:00
Patrick von Platen
c99a2832ed
Update README.md
2021-10-25 19:50:36 +02:00
Patrick von Platen
1a9381c60d
Update README.md
2021-10-25 19:49:51 +02:00
Reza Gharibi
2ac65551ea
Fix rendering of examples version links ( #14134 )
2021-10-25 07:45:44 -04:00
karthikrangasai
1b871e091b
Supporting Seq2Seq model for question answering task ( #13432 )
...
* Add seq2seq example for QnA on SQuAD Dataset.
* Changes from review - Fixing styling mistakes.
* Added how to example in README, simplified the access to dataset's preprocess function.
* Added tests for the seq2seq QA example.
* Change dataset column name to fix tests.
* Fix test command mistake.
* Add missing argument 'ignore_pad_token_for_loss' from DataTrainingArguments.
* Add missing argument 'num_beams' from DataTrainingArguments.
* Fix processing of output predicted token ids so that tokenizer decode gets appropriate input. Updated assertion conditions on the tests.
2021-10-25 07:42:53 -04:00
Antonio Carlos Falcão Petri
05a2afc252
Add missing --validation_split_percentage data args ( #14119 )
2021-10-22 19:04:54 +02:00
lee1jun
d432a654f6
fix typo in license docstring ( #14094 )
...
last line: "# limitations under the License." is missing
2021-10-21 15:31:32 -04:00
Anton Lozhkov
e03544a138
[Examples] Add audio classification notebooks ( #14099 )
...
* Update SEW integration test tolerance
* Add audio classification notebooks
2021-10-21 19:15:46 +03:00
Christopher Akiki
f9c16b02e3
Replace "Masked" with "Causal" in TF CLM example ( #14014 )
2021-10-21 16:19:30 +01:00
Patrick von Platen
e9d2a639f4
up ( #14093 )
2021-10-21 10:30:02 +02:00
Sylvain Gugger
f875fb0e5f
Fix label attribution in token classification examples ( #14055 )
2021-10-20 07:55:14 -04:00
Patrick von Platen
53dc39d821
up ( #14079 )
2021-10-20 13:01:42 +02:00
Patrick von Platen
0bc2e54f00
Add ASR colabs ( #14067 )
...
* up
* Update notebooks/README.md
2021-10-20 11:51:41 +02:00
Anton Lozhkov
dbaf49203e
[Examples] Use Audio feature in speech classification ( #14052 )
...
* Update SEW integration test tolerance
* Update audio classification
* Update test
* Remove torchaudio
* Add dataset revision
* Hub branch naming
* Revert dataset revisions
* Update datasets
2021-10-20 12:22:43 +03:00
Weizhe Yuan
7a3147e9b8
fix typo ( #14049 )
2021-10-18 18:03:11 -04:00
Patrick von Platen
bdf31d6e0a
[Speech] Move all examples to new audio feature ( #14045 )
...
* up
* up
* up
* finish
2021-10-18 12:52:40 +02:00
Patrick von Platen
37c5759cbe
[Speech Examples] Add new audio feature ( #14027 )
...
* finish
* up
* finish all
* up
2021-10-17 23:01:03 +02:00
jacksukk
d5b82bb70c
Fixed horizon_length for PPLM ( #13886 )
...
* fixed horizon_length
* fixed horizon_length
* fix style
2021-10-14 21:46:09 -04:00
Patrick von Platen
7fb2a8b3d9
up ( #14008 )
2021-10-14 15:46:22 +02:00
Sylvain Gugger
0ef61d392c
Revert "Skip faulty test"
...
This reverts commit 5b6bd4e788
2021-10-14 09:02:41 -04:00
Sylvain Gugger
5b6bd4e788
Skip faulty test
2021-10-13 22:04:40 -04:00
Patrick von Platen
d45fc7da3d
[Speech Examples] Add pytorch speech pretraining ( #13877 )
...
* adapt wav2vec2
* add example
* add files
* adapt
* remove bogus file
* Apply suggestions from code review
* adapt files more
* upload changes
* del old files
* up
* up
* up
* up
* up
* correct gradient checkpoitning
* add readme
* finish
* finish
* up
* more fixes
* up
* up
* add demo run to readme
* up
2021-10-12 00:46:32 +02:00
Chungman Lee
46dfe99e44
Fix typo in README.md ( #13883 )
2021-10-08 14:25:32 -04:00
Dhananjay Shettigar
319beb64eb
#12789 Replace assert statements with exceptions ( #13909 )
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* #12789 Replace assert statements with exceptions
* fix-copies: made copy changes to utils_qa.py in examples/pytorch/question-answering and examples/tensorflow/question-answering
* minor refactor for clarity
2021-10-07 09:09:01 -04:00
Jay Zhang
279ce5b705
Add an example of exporting BartModel + BeamSearch to ONNX module. ( #13765 )
...
* Add all example files.
* Reformat files by black.
* Style.
* Remove unused imports.
Co-authored-by: Morgan Funtowicz <funtowiczmo@gmail.com>
2021-10-07 12:07:02 +02:00
Akul Agrawal
dac7798144
Update run_qa.py ( #13857 )
2021-10-05 23:10:24 -04:00
Md Saiful Islam Sayef
155b23008e
Update FSNER code in examples->research_projects->fsner ( #13864 )
...
* Add example use of few-shot named entity recognition model in research_projects folder.
* Apply suggestions from code review
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update fsner example README.md.
- Change wrong import FSNERTokenizerWrapper to FSNERTokenizerUtils in the example code
- Add a link to the model identifier
* Update examples/research_projects/fsner/src/fsner/model.py
Fix spelling mistake in the default parameter of pretrained model name.
Co-authored-by: Stefan Schweter <stefan@schweter.it>
* Add example use of few-shot named entity recognition model in research_projects folder.
* Apply suggestions from code review
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update fsner example README.md.
- Change wrong import FSNERTokenizerWrapper to FSNERTokenizerUtils in the example code
- Add a link to the model identifier
* Update examples/research_projects/fsner/src/fsner/model.py
Fix spelling mistake in the default parameter of pretrained model name.
Co-authored-by: Stefan Schweter <stefan@schweter.it>
* Run Checking/fixing examples/flax/language-modeling/run_clm_flax.py examples/flax/question-answering/run_qa.py examples/flax/question-answering/utils_qa.py examples/flax/token-classification/run_flax_ner.py examples/legacy/multiple_choice/utils_multiple_choice.py examples/legacy/seq2seq/seq2seq_trainer.py examples/legacy/token-classification/utils_ner.py examples/pytorch/image-classification/run_image_classification.py examples/pytorch/language-modeling/run_clm.py examples/pytorch/language-modeling/run_clm_no_trainer.py examples/pytorch/language-modeling/run_mlm.py examples/pytorch/language-modeling/run_mlm_no_trainer.py examples/pytorch/language-modeling/run_plm.py examples/pytorch/multiple-choice/run_swag.py examples/pytorch/multiple-choice/run_swag_no_trainer.py examples/pytorch/question-answering/run_qa.py examples/pytorch/question-answering/run_qa_beam_search.py examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py examples/pytorch/question-answering/run_qa_no_trainer.py examples/pytorch/summarization/run_summarization.py examples/pytorch/summarization/run_summarization_no_trainer.py examples/pytorch/test_examples.py examples/pytorch/text-classification/run_glue.py examples/pytorch/text-classification/run_glue_no_trainer.py examples/pytorch/text-classification/run_xnli.py examples/pytorch/token-classification/run_ner.py examples/pytorch/token-classification/run_ner_no_trainer.py examples/pytorch/translation/run_translation.py examples/pytorch/translation/run_translation_no_trainer.py examples/research_projects/adversarial/utils_hans.py examples/research_projects/distillation/grouped_batch_sampler.py examples/research_projects/fsner/setup.py examples/research_projects/fsner/src/fsner/__init__.py examples/research_projects/fsner/src/fsner/model.py examples/research_projects/fsner/src/fsner/tokenizer_utils.py examples/research_projects/jax-projects/big_bird/evaluate.py examples/research_projects/jax-projects/hybrid_clip/run_hybrid_clip.py examples/tensorflow/language-modeling/run_clm.py examples/tensorflow/multiple-choice/run_swag.py examples/tensorflow/question-answering/run_qa.py examples/tensorflow/summarization/run_summarization.py examples/tensorflow/text-classification/run_glue.py examples/tensorflow/translation/run_translation.py src/transformers/__init__.py src/transformers/commands/add_new_model.py src/transformers/configuration_utils.py src/transformers/convert_slow_tokenizer.py src/transformers/data/__init__.py src/transformers/data/data_collator.py src/transformers/data/datasets/glue.py src/transformers/data/datasets/language_modeling.py src/transformers/data/datasets/squad.py src/transformers/deepspeed.py src/transformers/dependency_versions_table.py src/transformers/feature_extraction_sequence_utils.py src/transformers/file_utils.py src/transformers/generation_flax_utils.py src/transformers/generation_logits_process.py src/transformers/generation_tf_utils.py src/transformers/generation_utils.py src/transformers/integrations.py src/transformers/modelcard.py src/transformers/modeling_flax_utils.py src/transformers/modeling_outputs.py src/transformers/modeling_tf_utils.py src/transformers/modeling_utils.py src/transformers/models/__init__.py src/transformers/models/albert/__init__.py src/transformers/models/albert/modeling_albert.py src/transformers/models/albert/modeling_flax_albert.py src/transformers/models/albert/tokenization_albert_fast.py src/transformers/models/auto/__init__.py src/transformers/models/auto/auto_factory.py src/transformers/models/auto/configuration_auto.py src/transformers/models/auto/dynamic.py src/transformers/models/auto/feature_extraction_auto.py src/transformers/models/auto/modeling_auto.py src/transformers/models/auto/modeling_flax_auto.py src/transformers/models/auto/modeling_tf_auto.py src/transformers/models/auto/tokenization_auto.py src/transformers/models/bart/configuration_bart.py src/transformers/models/bart/modeling_bart.py src/transformers/models/bart/modeling_flax_bart.py src/transformers/models/bart/modeling_tf_bart.py src/transformers/models/barthez/tokenization_barthez_fast.py src/transformers/models/beit/__init__.py src/transformers/models/beit/configuration_beit.py src/transformers/models/beit/modeling_beit.py src/transformers/models/beit/modeling_flax_beit.py src/transformers/models/bert/configuration_bert.py src/transformers/models/bert/modeling_bert.py src/transformers/models/bert/modeling_flax_bert.py src/transformers/models/bert_generation/configuration_bert_generation.py src/transformers/models/bert_generation/modeling_bert_generation.py src/transformers/models/big_bird/configuration_big_bird.py src/transformers/models/big_bird/modeling_big_bird.py src/transformers/models/big_bird/modeling_flax_big_bird.py src/transformers/models/big_bird/tokenization_big_bird_fast.py src/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py src/transformers/models/blenderbot/configuration_blenderbot.py src/transformers/models/blenderbot/modeling_blenderbot.py src/transformers/models/blenderbot/modeling_tf_blenderbot.py src/transformers/models/blenderbot_small/configuration_blenderbot_small.py src/transformers/models/blenderbot_small/modeling_blenderbot_small.py src/transformers/models/blenderbot_small/modeling_tf_blenderbot_small.py src/transformers/models/byt5/tokenization_byt5.py src/transformers/models/camembert/tokenization_camembert_fast.py src/transformers/models/canine/configuration_canine.py src/transformers/models/canine/modeling_canine.py src/transformers/models/clip/configuration_clip.py src/transformers/models/clip/convert_clip_original_pytorch_to_hf.py src/transformers/models/clip/modeling_clip.py src/transformers/models/clip/modeling_flax_clip.py src/transformers/models/clip/tokenization_clip.py src/transformers/models/convbert/modeling_convbert.py src/transformers/models/ctrl/configuration_ctrl.py src/transformers/models/deberta/modeling_tf_deberta.py src/transformers/models/deberta_v2/__init__.py src/transformers/models/deberta_v2/modeling_deberta_v2.py src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py src/transformers/models/deit/configuration_deit.py src/transformers/models/deit/modeling_deit.py src/transformers/models/detr/configuration_detr.py src/transformers/models/detr/modeling_detr.py src/transformers/models/distilbert/__init__.py src/transformers/models/distilbert/configuration_distilbert.py src/transformers/models/distilbert/modeling_distilbert.py src/transformers/models/distilbert/modeling_flax_distilbert.py src/transformers/models/dpr/configuration_dpr.py src/transformers/models/dpr/modeling_dpr.py src/transformers/models/electra/modeling_electra.py src/transformers/models/electra/modeling_flax_electra.py src/transformers/models/encoder_decoder/__init__.py src/transformers/models/encoder_decoder/modeling_encoder_decoder.py src/transformers/models/encoder_decoder/modeling_flax_encoder_decoder.py src/transformers/models/flaubert/configuration_flaubert.py src/transformers/models/flaubert/modeling_flaubert.py src/transformers/models/fnet/__init__.py src/transformers/models/fnet/configuration_fnet.py src/transformers/models/fnet/convert_fnet_original_flax_checkpoint_to_pytorch.py src/transformers/models/fnet/modeling_fnet.py src/transformers/models/fnet/tokenization_fnet.py src/transformers/models/fnet/tokenization_fnet_fast.py src/transformers/models/fsmt/configuration_fsmt.py src/transformers/models/fsmt/modeling_fsmt.py src/transformers/models/funnel/configuration_funnel.py src/transformers/models/gpt2/__init__.py src/transformers/models/gpt2/configuration_gpt2.py src/transformers/models/gpt2/modeling_flax_gpt2.py src/transformers/models/gpt2/modeling_gpt2.py src/transformers/models/gpt2/modeling_tf_gpt2.py src/transformers/models/gpt_neo/configuration_gpt_neo.py src/transformers/models/gpt_neo/modeling_gpt_neo.py src/transformers/models/gptj/__init__.py src/transformers/models/gptj/configuration_gptj.py src/transformers/models/gptj/modeling_gptj.py src/transformers/models/herbert/tokenization_herbert_fast.py src/transformers/models/hubert/__init__.py src/transformers/models/hubert/configuration_hubert.py src/transformers/models/hubert/convert_hubert_original_s3prl_checkpoint_to_pytorch.py src/transformers/models/hubert/modeling_hubert.py src/transformers/models/hubert/modeling_tf_hubert.py src/transformers/models/ibert/modeling_ibert.py src/transformers/models/layoutlm/__init__.py src/transformers/models/layoutlm/configuration_layoutlm.py src/transformers/models/layoutlm/modeling_layoutlm.py src/transformers/models/layoutlmv2/__init__.py src/transformers/models/layoutlmv2/configuration_layoutlmv2.py src/transformers/models/layoutlmv2/feature_extraction_layoutlmv2.py src/transformers/models/layoutlmv2/modeling_layoutlmv2.py src/transformers/models/layoutlmv2/processing_layoutlmv2.py src/transformers/models/layoutlmv2/tokenization_layoutlmv2.py src/transformers/models/layoutlmv2/tokenization_layoutlmv2_fast.py src/transformers/models/led/configuration_led.py src/transformers/models/led/modeling_led.py src/transformers/models/longformer/modeling_longformer.py src/transformers/models/luke/configuration_luke.py src/transformers/models/luke/modeling_luke.py src/transformers/models/luke/tokenization_luke.py src/transformers/models/lxmert/configuration_lxmert.py src/transformers/models/m2m_100/configuration_m2m_100.py src/transformers/models/m2m_100/modeling_m2m_100.py src/transformers/models/m2m_100/tokenization_m2m_100.py src/transformers/models/marian/configuration_marian.py src/transformers/models/marian/modeling_flax_marian.py src/transformers/models/marian/modeling_marian.py src/transformers/models/marian/modeling_tf_marian.py src/transformers/models/mbart/configuration_mbart.py src/transformers/models/mbart/modeling_flax_mbart.py src/transformers/models/mbart/modeling_mbart.py src/transformers/models/mbart/tokenization_mbart.py src/transformers/models/mbart/tokenization_mbart_fast.py src/transformers/models/mbart50/tokenization_mbart50.py src/transformers/models/mbart50/tokenization_mbart50_fast.py src/transformers/models/megatron_bert/configuration_megatron_bert.py src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py src/transformers/models/megatron_bert/modeling_megatron_bert.py src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py src/transformers/models/openai/configuration_openai.py src/transformers/models/pegasus/__init__.py src/transformers/models/pegasus/configuration_pegasus.py src/transformers/models/pegasus/modeling_flax_pegasus.py src/transformers/models/pegasus/modeling_pegasus.py src/transformers/models/pegasus/modeling_tf_pegasus.py src/transformers/models/pegasus/tokenization_pegasus_fast.py src/transformers/models/prophetnet/configuration_prophetnet.py src/transformers/models/prophetnet/modeling_prophetnet.py src/transformers/models/rag/modeling_rag.py src/transformers/models/rag/modeling_tf_rag.py src/transformers/models/reformer/configuration_reformer.py src/transformers/models/reformer/tokenization_reformer_fast.py src/transformers/models/rembert/configuration_rembert.py src/transformers/models/rembert/modeling_rembert.py src/transformers/models/rembert/tokenization_rembert_fast.py src/transformers/models/roberta/modeling_flax_roberta.py src/transformers/models/roberta/modeling_roberta.py src/transformers/models/roberta/modeling_tf_roberta.py src/transformers/models/roformer/configuration_roformer.py src/transformers/models/roformer/modeling_roformer.py src/transformers/models/speech_encoder_decoder/__init__.py src/transformers/models/speech_encoder_decoder/configuration_speech_encoder_decoder.py src/transformers/models/speech_encoder_decoder/convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py src/transformers/models/speech_to_text/configuration_speech_to_text.py src/transformers/models/speech_to_text/feature_extraction_speech_to_text.py src/transformers/models/speech_to_text/modeling_speech_to_text.py src/transformers/models/speech_to_text_2/__init__.py src/transformers/models/speech_to_text_2/configuration_speech_to_text_2.py src/transformers/models/speech_to_text_2/modeling_speech_to_text_2.py src/transformers/models/speech_to_text_2/processing_speech_to_text_2.py src/transformers/models/speech_to_text_2/tokenization_speech_to_text_2.py src/transformers/models/splinter/configuration_splinter.py src/transformers/models/splinter/modeling_splinter.py src/transformers/models/t5/configuration_t5.py src/transformers/models/t5/modeling_flax_t5.py src/transformers/models/t5/modeling_t5.py src/transformers/models/t5/modeling_tf_t5.py src/transformers/models/t5/tokenization_t5_fast.py src/transformers/models/tapas/__init__.py src/transformers/models/tapas/configuration_tapas.py src/transformers/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py src/transformers/models/tapas/modeling_tapas.py src/transformers/models/tapas/tokenization_tapas.py src/transformers/models/transfo_xl/configuration_transfo_xl.py src/transformers/models/visual_bert/modeling_visual_bert.py src/transformers/models/vit/configuration_vit.py src/transformers/models/vit/convert_dino_to_pytorch.py src/transformers/models/vit/modeling_flax_vit.py src/transformers/models/vit/modeling_vit.py src/transformers/models/wav2vec2/__init__.py src/transformers/models/wav2vec2/configuration_wav2vec2.py src/transformers/models/wav2vec2/convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py src/transformers/models/wav2vec2/feature_extraction_wav2vec2.py src/transformers/models/wav2vec2/modeling_flax_wav2vec2.py src/transformers/models/wav2vec2/modeling_wav2vec2.py src/transformers/models/wav2vec2/tokenization_wav2vec2.py src/transformers/models/xlm/configuration_xlm.py src/transformers/models/xlm_roberta/tokenization_xlm_roberta.py src/transformers/models/xlm_roberta/tokenization_xlm_roberta_fast.py src/transformers/models/xlnet/configuration_xlnet.py src/transformers/models/xlnet/tokenization_xlnet_fast.py src/transformers/onnx/convert.py src/transformers/onnx/features.py src/transformers/optimization.py src/transformers/pipelines/__init__.py src/transformers/pipelines/audio_classification.py src/transformers/pipelines/automatic_speech_recognition.py src/transformers/pipelines/base.py src/transformers/pipelines/conversational.py src/transformers/pipelines/feature_extraction.py src/transformers/pipelines/fill_mask.py src/transformers/pipelines/image_classification.py src/transformers/pipelines/object_detection.py src/transformers/pipelines/question_answering.py src/transformers/pipelines/table_question_answering.py src/transformers/pipelines/text2text_generation.py src/transformers/pipelines/text_classification.py src/transformers/pipelines/text_generation.py src/transformers/pipelines/token_classification.py src/transformers/pipelines/zero_shot_classification.py src/transformers/testing_utils.py src/transformers/tokenization_utils.py src/transformers/tokenization_utils_base.py src/transformers/tokenization_utils_fast.py src/transformers/trainer.py src/transformers/trainer_callback.py src/transformers/trainer_pt_utils.py src/transformers/trainer_seq2seq.py src/transformers/trainer_utils.py src/transformers/training_args.py src/transformers/training_args_seq2seq.py src/transformers/utils/dummy_detectron2_objects.py src/transformers/utils/dummy_flax_objects.py src/transformers/utils/dummy_pt_objects.py src/transformers/utils/dummy_tf_objects.py src/transformers/utils/dummy_tokenizers_objects.py src/transformers/utils/dummy_vision_objects.py tests/deepspeed/test_deepspeed.py tests/sagemaker/conftest.py tests/sagemaker/test_multi_node_data_parallel.py tests/test_configuration_auto.py tests/test_configuration_common.py tests/test_data_collator.py tests/test_feature_extraction_auto.py tests/test_feature_extraction_layoutlmv2.py tests/test_feature_extraction_speech_to_text.py tests/test_feature_extraction_wav2vec2.py tests/test_file_utils.py tests/test_modeling_auto.py tests/test_modeling_bart.py tests/test_modeling_beit.py tests/test_modeling_bert.py tests/test_modeling_clip.py tests/test_modeling_common.py tests/test_modeling_convbert.py tests/test_modeling_deit.py tests/test_modeling_distilbert.py tests/test_modeling_encoder_decoder.py tests/test_modeling_flaubert.py tests/test_modeling_flax_albert.py tests/test_modeling_flax_bart.py tests/test_modeling_flax_beit.py tests/test_modeling_flax_distilbert.py tests/test_modeling_flax_encoder_decoder.py tests/test_modeling_flax_gpt2.py tests/test_modeling_flax_gpt_neo.py tests/test_modeling_flax_mt5.py tests/test_modeling_flax_pegasus.py tests/test_modeling_fnet.py tests/test_modeling_gpt2.py tests/test_modeling_gpt_neo.py tests/test_modeling_gptj.py tests/test_modeling_hubert.py tests/test_modeling_layoutlmv2.py tests/test_modeling_pegasus.py tests/test_modeling_rag.py tests/test_modeling_reformer.py tests/test_modeling_speech_encoder_decoder.py tests/test_modeling_speech_to_text.py tests/test_modeling_speech_to_text_2.py tests/test_modeling_tf_auto.py tests/test_modeling_tf_deberta_v2.py tests/test_modeling_tf_hubert.py tests/test_modeling_tf_pytorch.py tests/test_modeling_tf_wav2vec2.py tests/test_modeling_wav2vec2.py tests/test_onnx_v2.py tests/test_pipelines_audio_classification.py tests/test_pipelines_automatic_speech_recognition.py tests/test_pipelines_common.py tests/test_pipelines_conversational.py tests/test_pipelines_feature_extraction.py tests/test_pipelines_fill_mask.py tests/test_pipelines_image_classification.py tests/test_pipelines_object_detection.py tests/test_pipelines_question_answering.py tests/test_pipelines_summarization.py tests/test_pipelines_table_question_answering.py tests/test_pipelines_text2text_generation.py tests/test_pipelines_text_classification.py tests/test_pipelines_text_generation.py tests/test_pipelines_token_classification.py tests/test_pipelines_translation.py tests/test_pipelines_zero_shot.py tests/test_processor_layoutlmv2.py tests/test_processor_wav2vec2.py tests/test_sequence_feature_extraction_common.py tests/test_tokenization_auto.py tests/test_tokenization_byt5.py tests/test_tokenization_canine.py tests/test_tokenization_common.py tests/test_tokenization_fnet.py tests/test_tokenization_layoutlmv2.py tests/test_tokenization_luke.py tests/test_tokenization_mbart.py tests/test_tokenization_mbart50.py tests/test_tokenization_speech_to_text_2.py tests/test_tokenization_t5.py tests/test_tokenization_tapas.py tests/test_tokenization_xlm_roberta.py tests/test_trainer.py tests/test_trainer_distributed.py tests/test_trainer_tpu.py tests/test_utils_check_copies.py utils/check_copies.py utils/check_repo.py utils/notification_service.py utils/release.py utils/tests_fetcher.py
python utils/custom_init_isort.py
python utils/style_doc.py src/transformers docs/source --max_len 119
running deps_table_update
updating src/transformers/dependency_versions_table.py
python utils/check_copies.py
python utils/check_table.py
python utils/check_dummies.py
python utils/check_repo.py
Checking all models are public.
Checking all models are properly tested.
Checking all objects are properly documented.
Checking all models are in at least one auto class.
python utils/check_inits.py
python utils/tests_fetcher.py --sanity_check and fix suggested changes.
* Run black examples tests src utils
isort examples tests src utils
Skipped 1 files
make autogenerate_code
make[1]: Entering directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
running deps_table_update
updating src/transformers/dependency_versions_table.py
make[1]: Leaving directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
make extra_style_checks
make[1]: Entering directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
python utils/custom_init_isort.py
python utils/style_doc.py src/transformers docs/source --max_len 119
make[1]: Leaving directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers' for reformatting code.
* Add installation dependencies for examples/research_projects/fsner.
* Add support to pass in variable numbers of examples to FSNER model.
* Retrieve start_token_id and end_token_id from tokenizer instead of hardcoding in the FSNER model.
* Run black examples tests src utils
isort examples tests src utils
Skipped 1 files
make autogenerate_code
make[1]: Entering directory '/home/saif/transformers'
running deps_table_update
updating src/transformers/dependency_versions_table.py
make[1]: Leaving directory '/home/saif/transformers'
make extra_style_checks
make[1]: Entering directory '/home/saif/transformers'
python utils/custom_init_isort.py
python utils/style_doc.py src/transformers docs/source --max_len 119
make[1]: Leaving directory '/home/saif/transformers' for FSNER
* Update FSNER readme.md with a header image.
* Update FSNER readme
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Stefan Schweter <stefan@schweter.it>
2021-10-05 22:47:11 -04:00
Yih-Dar
a6ea244f99
Fix: save checkpoint after each epoch and push checkpoint to the hub ( #13872 )
...
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2021-10-05 16:30:13 +05:30
Nathan Raw
cc0a415e2f
✨ update image classification example ( #13824 )
...
* ✨ update image classification example
* 📌 update reqs
2021-10-04 11:49:51 -07:00
Anton Lozhkov
4213728067
[Examples] Add an official audio classification example ( #13722 )
...
* Restore broken merge
* Additional args, DDP, remove CommonLanguage
* Update examples for V100, add training results
* Style
* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Remove custom datasets for simplicity, apply suggestions from code review
* Add the attention_mask flag, reorganize README
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-10-01 18:52:45 +02:00
Patrick von Platen
44eb8bdeea
map only on one process ( #13810 )
2021-09-30 18:52:53 +02:00
Suraj Patil
7db2a79b38
[examples/flax] use Repository API for push_to_hub ( #13672 )
...
* use Repository for push_to_hub
* update readme
* update other flax scripts
* update readme
* update qa example
* fix push_to_hub call
* fix typo
* fix more typos
* update readme
* use abosolute path to get repo name
* fix glue script
2021-09-30 16:38:07 +05:30
Stas Bekman
b90096fe14
[examples run_glue.py] missing requirements scipy, sklearn ( #13768 )
...
* missing requirement
* list both
2021-09-29 13:45:19 -07:00
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
Sylvain Gugger
044eff5bf0
Update requirements for speech example ( #13745 )
2021-09-26 09:02:45 +02:00
Patrick von Platen
469b80d4e7
Update README.md
2021-09-24 18:53:58 +02:00
Patrick von Platen
493643fff8
up ( #13733 )
2021-09-24 18:32:35 +02:00
Gunjan Chhablani
38580455de
Add model card creation snippet to example scripts ( #13730 )
...
* Update run_glue.py
* Update run_glue.py
* Add model creation snippet to other scripts
* Fix style
2021-09-24 15:51:46 +02:00
Patrick von Platen
95f888fd6a
Update README.md
2021-09-24 09:53:37 +02:00
Patrick von Platen
4a320f6c9a
[ASR] Add official ASR CTC example to examples/pytorch/speech-recognition ( #13620 )
...
* up
* rename
* add asr example
* add auto feature extractor
* some more fixes
* correct layerdrop
* correct for multi-gpu dist
* clean up
* refactor
* refactor
* more fixes
* more fixes
* clean-up
* finish
* up
* Apply suggestions from code review
* fix isort
* update
* up
* add note
* apply surajs suggestions
* Apply suggestions from code review
Co-authored-by: Suraj Patil <surajp815@gmail.com>
* isort
* small change
* Apply suggestions from code review
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
* Apply suggestions from code review
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
* add hubert
* Update examples/pytorch/speech-recognition/run_speech_recognition_ctc.py
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
2021-09-24 07:01:11 +02:00
Md Saiful Islam Sayef
f888e5c372
Add FSNER example in research_projects ( #13712 )
...
* Add example use of few-shot named entity recognition model in research_projects folder.
* Apply suggestions from code review
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update fsner example README.md.
- Change wrong import FSNERTokenizerWrapper to FSNERTokenizerUtils in the example code
- Add a link to the model identifier
* Update examples/research_projects/fsner/src/fsner/model.py
Fix spelling mistake in the default parameter of pretrained model name.
Co-authored-by: Stefan Schweter <stefan@schweter.it>
* Add example use of few-shot named entity recognition model in research_projects folder.
* Apply suggestions from code review
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update fsner example README.md.
- Change wrong import FSNERTokenizerWrapper to FSNERTokenizerUtils in the example code
- Add a link to the model identifier
* Update examples/research_projects/fsner/src/fsner/model.py
Fix spelling mistake in the default parameter of pretrained model name.
Co-authored-by: Stefan Schweter <stefan@schweter.it>
* Run Checking/fixing examples/flax/language-modeling/run_clm_flax.py examples/flax/question-answering/run_qa.py examples/flax/question-answering/utils_qa.py examples/flax/token-classification/run_flax_ner.py examples/legacy/multiple_choice/utils_multiple_choice.py examples/legacy/seq2seq/seq2seq_trainer.py examples/legacy/token-classification/utils_ner.py examples/pytorch/image-classification/run_image_classification.py examples/pytorch/language-modeling/run_clm.py examples/pytorch/language-modeling/run_clm_no_trainer.py examples/pytorch/language-modeling/run_mlm.py examples/pytorch/language-modeling/run_mlm_no_trainer.py examples/pytorch/language-modeling/run_plm.py examples/pytorch/multiple-choice/run_swag.py examples/pytorch/multiple-choice/run_swag_no_trainer.py examples/pytorch/question-answering/run_qa.py examples/pytorch/question-answering/run_qa_beam_search.py examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py examples/pytorch/question-answering/run_qa_no_trainer.py examples/pytorch/summarization/run_summarization.py examples/pytorch/summarization/run_summarization_no_trainer.py examples/pytorch/test_examples.py examples/pytorch/text-classification/run_glue.py examples/pytorch/text-classification/run_glue_no_trainer.py examples/pytorch/text-classification/run_xnli.py examples/pytorch/token-classification/run_ner.py examples/pytorch/token-classification/run_ner_no_trainer.py examples/pytorch/translation/run_translation.py examples/pytorch/translation/run_translation_no_trainer.py examples/research_projects/adversarial/utils_hans.py examples/research_projects/distillation/grouped_batch_sampler.py examples/research_projects/fsner/setup.py examples/research_projects/fsner/src/fsner/__init__.py examples/research_projects/fsner/src/fsner/model.py examples/research_projects/fsner/src/fsner/tokenizer_utils.py examples/research_projects/jax-projects/big_bird/evaluate.py examples/research_projects/jax-projects/hybrid_clip/run_hybrid_clip.py examples/tensorflow/language-modeling/run_clm.py examples/tensorflow/multiple-choice/run_swag.py examples/tensorflow/question-answering/run_qa.py examples/tensorflow/summarization/run_summarization.py examples/tensorflow/text-classification/run_glue.py examples/tensorflow/translation/run_translation.py src/transformers/__init__.py src/transformers/commands/add_new_model.py src/transformers/configuration_utils.py src/transformers/convert_slow_tokenizer.py src/transformers/data/__init__.py src/transformers/data/data_collator.py src/transformers/data/datasets/glue.py src/transformers/data/datasets/language_modeling.py src/transformers/data/datasets/squad.py src/transformers/deepspeed.py src/transformers/dependency_versions_table.py src/transformers/feature_extraction_sequence_utils.py src/transformers/file_utils.py src/transformers/generation_flax_utils.py src/transformers/generation_logits_process.py src/transformers/generation_tf_utils.py src/transformers/generation_utils.py src/transformers/integrations.py src/transformers/modelcard.py src/transformers/modeling_flax_utils.py src/transformers/modeling_outputs.py src/transformers/modeling_tf_utils.py src/transformers/modeling_utils.py src/transformers/models/__init__.py src/transformers/models/albert/__init__.py src/transformers/models/albert/modeling_albert.py src/transformers/models/albert/modeling_flax_albert.py src/transformers/models/albert/tokenization_albert_fast.py src/transformers/models/auto/__init__.py src/transformers/models/auto/auto_factory.py src/transformers/models/auto/configuration_auto.py src/transformers/models/auto/dynamic.py src/transformers/models/auto/feature_extraction_auto.py src/transformers/models/auto/modeling_auto.py src/transformers/models/auto/modeling_flax_auto.py src/transformers/models/auto/modeling_tf_auto.py src/transformers/models/auto/tokenization_auto.py src/transformers/models/bart/configuration_bart.py src/transformers/models/bart/modeling_bart.py src/transformers/models/bart/modeling_flax_bart.py src/transformers/models/bart/modeling_tf_bart.py src/transformers/models/barthez/tokenization_barthez_fast.py src/transformers/models/beit/__init__.py src/transformers/models/beit/configuration_beit.py src/transformers/models/beit/modeling_beit.py src/transformers/models/beit/modeling_flax_beit.py src/transformers/models/bert/configuration_bert.py src/transformers/models/bert/modeling_bert.py src/transformers/models/bert/modeling_flax_bert.py src/transformers/models/bert_generation/configuration_bert_generation.py src/transformers/models/bert_generation/modeling_bert_generation.py src/transformers/models/big_bird/configuration_big_bird.py src/transformers/models/big_bird/modeling_big_bird.py src/transformers/models/big_bird/modeling_flax_big_bird.py src/transformers/models/big_bird/tokenization_big_bird_fast.py src/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py src/transformers/models/blenderbot/configuration_blenderbot.py src/transformers/models/blenderbot/modeling_blenderbot.py src/transformers/models/blenderbot/modeling_tf_blenderbot.py src/transformers/models/blenderbot_small/configuration_blenderbot_small.py src/transformers/models/blenderbot_small/modeling_blenderbot_small.py src/transformers/models/blenderbot_small/modeling_tf_blenderbot_small.py src/transformers/models/byt5/tokenization_byt5.py src/transformers/models/camembert/tokenization_camembert_fast.py src/transformers/models/canine/configuration_canine.py src/transformers/models/canine/modeling_canine.py src/transformers/models/clip/configuration_clip.py src/transformers/models/clip/convert_clip_original_pytorch_to_hf.py src/transformers/models/clip/modeling_clip.py src/transformers/models/clip/modeling_flax_clip.py src/transformers/models/clip/tokenization_clip.py src/transformers/models/convbert/modeling_convbert.py src/transformers/models/ctrl/configuration_ctrl.py src/transformers/models/deberta/modeling_tf_deberta.py src/transformers/models/deberta_v2/__init__.py src/transformers/models/deberta_v2/modeling_deberta_v2.py src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py src/transformers/models/deit/configuration_deit.py src/transformers/models/deit/modeling_deit.py src/transformers/models/detr/configuration_detr.py src/transformers/models/detr/modeling_detr.py src/transformers/models/distilbert/__init__.py src/transformers/models/distilbert/configuration_distilbert.py src/transformers/models/distilbert/modeling_distilbert.py src/transformers/models/distilbert/modeling_flax_distilbert.py src/transformers/models/dpr/configuration_dpr.py src/transformers/models/dpr/modeling_dpr.py src/transformers/models/electra/modeling_electra.py src/transformers/models/electra/modeling_flax_electra.py src/transformers/models/encoder_decoder/__init__.py src/transformers/models/encoder_decoder/modeling_encoder_decoder.py src/transformers/models/encoder_decoder/modeling_flax_encoder_decoder.py src/transformers/models/flaubert/configuration_flaubert.py src/transformers/models/flaubert/modeling_flaubert.py src/transformers/models/fnet/__init__.py src/transformers/models/fnet/configuration_fnet.py src/transformers/models/fnet/convert_fnet_original_flax_checkpoint_to_pytorch.py src/transformers/models/fnet/modeling_fnet.py src/transformers/models/fnet/tokenization_fnet.py src/transformers/models/fnet/tokenization_fnet_fast.py src/transformers/models/fsmt/configuration_fsmt.py src/transformers/models/fsmt/modeling_fsmt.py src/transformers/models/funnel/configuration_funnel.py src/transformers/models/gpt2/__init__.py src/transformers/models/gpt2/configuration_gpt2.py src/transformers/models/gpt2/modeling_flax_gpt2.py src/transformers/models/gpt2/modeling_gpt2.py src/transformers/models/gpt2/modeling_tf_gpt2.py src/transformers/models/gpt_neo/configuration_gpt_neo.py src/transformers/models/gpt_neo/modeling_gpt_neo.py src/transformers/models/gptj/__init__.py src/transformers/models/gptj/configuration_gptj.py src/transformers/models/gptj/modeling_gptj.py src/transformers/models/herbert/tokenization_herbert_fast.py src/transformers/models/hubert/__init__.py src/transformers/models/hubert/configuration_hubert.py src/transformers/models/hubert/convert_hubert_original_s3prl_checkpoint_to_pytorch.py src/transformers/models/hubert/modeling_hubert.py src/transformers/models/hubert/modeling_tf_hubert.py src/transformers/models/ibert/modeling_ibert.py src/transformers/models/layoutlm/__init__.py src/transformers/models/layoutlm/configuration_layoutlm.py src/transformers/models/layoutlm/modeling_layoutlm.py src/transformers/models/layoutlmv2/__init__.py src/transformers/models/layoutlmv2/configuration_layoutlmv2.py src/transformers/models/layoutlmv2/feature_extraction_layoutlmv2.py src/transformers/models/layoutlmv2/modeling_layoutlmv2.py src/transformers/models/layoutlmv2/processing_layoutlmv2.py src/transformers/models/layoutlmv2/tokenization_layoutlmv2.py src/transformers/models/layoutlmv2/tokenization_layoutlmv2_fast.py src/transformers/models/led/configuration_led.py src/transformers/models/led/modeling_led.py src/transformers/models/longformer/modeling_longformer.py src/transformers/models/luke/configuration_luke.py src/transformers/models/luke/modeling_luke.py src/transformers/models/luke/tokenization_luke.py src/transformers/models/lxmert/configuration_lxmert.py src/transformers/models/m2m_100/configuration_m2m_100.py src/transformers/models/m2m_100/modeling_m2m_100.py src/transformers/models/m2m_100/tokenization_m2m_100.py src/transformers/models/marian/configuration_marian.py src/transformers/models/marian/modeling_flax_marian.py src/transformers/models/marian/modeling_marian.py src/transformers/models/marian/modeling_tf_marian.py src/transformers/models/mbart/configuration_mbart.py src/transformers/models/mbart/modeling_flax_mbart.py src/transformers/models/mbart/modeling_mbart.py src/transformers/models/mbart/tokenization_mbart.py src/transformers/models/mbart/tokenization_mbart_fast.py src/transformers/models/mbart50/tokenization_mbart50.py src/transformers/models/mbart50/tokenization_mbart50_fast.py src/transformers/models/megatron_bert/configuration_megatron_bert.py src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py src/transformers/models/megatron_bert/modeling_megatron_bert.py src/transformers/models/megatron_gpt2/convert_megatron_gpt2_checkpoint.py src/transformers/models/openai/configuration_openai.py src/transformers/models/pegasus/__init__.py src/transformers/models/pegasus/configuration_pegasus.py src/transformers/models/pegasus/modeling_flax_pegasus.py src/transformers/models/pegasus/modeling_pegasus.py src/transformers/models/pegasus/modeling_tf_pegasus.py src/transformers/models/pegasus/tokenization_pegasus_fast.py src/transformers/models/prophetnet/configuration_prophetnet.py src/transformers/models/prophetnet/modeling_prophetnet.py src/transformers/models/rag/modeling_rag.py src/transformers/models/rag/modeling_tf_rag.py src/transformers/models/reformer/configuration_reformer.py src/transformers/models/reformer/tokenization_reformer_fast.py src/transformers/models/rembert/configuration_rembert.py src/transformers/models/rembert/modeling_rembert.py src/transformers/models/rembert/tokenization_rembert_fast.py src/transformers/models/roberta/modeling_flax_roberta.py src/transformers/models/roberta/modeling_roberta.py src/transformers/models/roberta/modeling_tf_roberta.py src/transformers/models/roformer/configuration_roformer.py src/transformers/models/roformer/modeling_roformer.py src/transformers/models/speech_encoder_decoder/__init__.py src/transformers/models/speech_encoder_decoder/configuration_speech_encoder_decoder.py src/transformers/models/speech_encoder_decoder/convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py src/transformers/models/speech_to_text/configuration_speech_to_text.py src/transformers/models/speech_to_text/feature_extraction_speech_to_text.py src/transformers/models/speech_to_text/modeling_speech_to_text.py src/transformers/models/speech_to_text_2/__init__.py src/transformers/models/speech_to_text_2/configuration_speech_to_text_2.py src/transformers/models/speech_to_text_2/modeling_speech_to_text_2.py src/transformers/models/speech_to_text_2/processing_speech_to_text_2.py src/transformers/models/speech_to_text_2/tokenization_speech_to_text_2.py src/transformers/models/splinter/configuration_splinter.py src/transformers/models/splinter/modeling_splinter.py src/transformers/models/t5/configuration_t5.py src/transformers/models/t5/modeling_flax_t5.py src/transformers/models/t5/modeling_t5.py src/transformers/models/t5/modeling_tf_t5.py src/transformers/models/t5/tokenization_t5_fast.py src/transformers/models/tapas/__init__.py src/transformers/models/tapas/configuration_tapas.py src/transformers/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py src/transformers/models/tapas/modeling_tapas.py src/transformers/models/tapas/tokenization_tapas.py src/transformers/models/transfo_xl/configuration_transfo_xl.py src/transformers/models/visual_bert/modeling_visual_bert.py src/transformers/models/vit/configuration_vit.py src/transformers/models/vit/convert_dino_to_pytorch.py src/transformers/models/vit/modeling_flax_vit.py src/transformers/models/vit/modeling_vit.py src/transformers/models/wav2vec2/__init__.py src/transformers/models/wav2vec2/configuration_wav2vec2.py src/transformers/models/wav2vec2/convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py src/transformers/models/wav2vec2/feature_extraction_wav2vec2.py src/transformers/models/wav2vec2/modeling_flax_wav2vec2.py src/transformers/models/wav2vec2/modeling_wav2vec2.py src/transformers/models/wav2vec2/tokenization_wav2vec2.py src/transformers/models/xlm/configuration_xlm.py src/transformers/models/xlm_roberta/tokenization_xlm_roberta.py src/transformers/models/xlm_roberta/tokenization_xlm_roberta_fast.py src/transformers/models/xlnet/configuration_xlnet.py src/transformers/models/xlnet/tokenization_xlnet_fast.py src/transformers/onnx/convert.py src/transformers/onnx/features.py src/transformers/optimization.py src/transformers/pipelines/__init__.py src/transformers/pipelines/audio_classification.py src/transformers/pipelines/automatic_speech_recognition.py src/transformers/pipelines/base.py src/transformers/pipelines/conversational.py src/transformers/pipelines/feature_extraction.py src/transformers/pipelines/fill_mask.py src/transformers/pipelines/image_classification.py src/transformers/pipelines/object_detection.py src/transformers/pipelines/question_answering.py src/transformers/pipelines/table_question_answering.py src/transformers/pipelines/text2text_generation.py src/transformers/pipelines/text_classification.py src/transformers/pipelines/text_generation.py src/transformers/pipelines/token_classification.py src/transformers/pipelines/zero_shot_classification.py src/transformers/testing_utils.py src/transformers/tokenization_utils.py src/transformers/tokenization_utils_base.py src/transformers/tokenization_utils_fast.py src/transformers/trainer.py src/transformers/trainer_callback.py src/transformers/trainer_pt_utils.py src/transformers/trainer_seq2seq.py src/transformers/trainer_utils.py src/transformers/training_args.py src/transformers/training_args_seq2seq.py src/transformers/utils/dummy_detectron2_objects.py src/transformers/utils/dummy_flax_objects.py src/transformers/utils/dummy_pt_objects.py src/transformers/utils/dummy_tf_objects.py src/transformers/utils/dummy_tokenizers_objects.py src/transformers/utils/dummy_vision_objects.py tests/deepspeed/test_deepspeed.py tests/sagemaker/conftest.py tests/sagemaker/test_multi_node_data_parallel.py tests/test_configuration_auto.py tests/test_configuration_common.py tests/test_data_collator.py tests/test_feature_extraction_auto.py tests/test_feature_extraction_layoutlmv2.py tests/test_feature_extraction_speech_to_text.py tests/test_feature_extraction_wav2vec2.py tests/test_file_utils.py tests/test_modeling_auto.py tests/test_modeling_bart.py tests/test_modeling_beit.py tests/test_modeling_bert.py tests/test_modeling_clip.py tests/test_modeling_common.py tests/test_modeling_convbert.py tests/test_modeling_deit.py tests/test_modeling_distilbert.py tests/test_modeling_encoder_decoder.py tests/test_modeling_flaubert.py tests/test_modeling_flax_albert.py tests/test_modeling_flax_bart.py tests/test_modeling_flax_beit.py tests/test_modeling_flax_distilbert.py tests/test_modeling_flax_encoder_decoder.py tests/test_modeling_flax_gpt2.py tests/test_modeling_flax_gpt_neo.py tests/test_modeling_flax_mt5.py tests/test_modeling_flax_pegasus.py tests/test_modeling_fnet.py tests/test_modeling_gpt2.py tests/test_modeling_gpt_neo.py tests/test_modeling_gptj.py tests/test_modeling_hubert.py tests/test_modeling_layoutlmv2.py tests/test_modeling_pegasus.py tests/test_modeling_rag.py tests/test_modeling_reformer.py tests/test_modeling_speech_encoder_decoder.py tests/test_modeling_speech_to_text.py tests/test_modeling_speech_to_text_2.py tests/test_modeling_tf_auto.py tests/test_modeling_tf_deberta_v2.py tests/test_modeling_tf_hubert.py tests/test_modeling_tf_pytorch.py tests/test_modeling_tf_wav2vec2.py tests/test_modeling_wav2vec2.py tests/test_onnx_v2.py tests/test_pipelines_audio_classification.py tests/test_pipelines_automatic_speech_recognition.py tests/test_pipelines_common.py tests/test_pipelines_conversational.py tests/test_pipelines_feature_extraction.py tests/test_pipelines_fill_mask.py tests/test_pipelines_image_classification.py tests/test_pipelines_object_detection.py tests/test_pipelines_question_answering.py tests/test_pipelines_summarization.py tests/test_pipelines_table_question_answering.py tests/test_pipelines_text2text_generation.py tests/test_pipelines_text_classification.py tests/test_pipelines_text_generation.py tests/test_pipelines_token_classification.py tests/test_pipelines_translation.py tests/test_pipelines_zero_shot.py tests/test_processor_layoutlmv2.py tests/test_processor_wav2vec2.py tests/test_sequence_feature_extraction_common.py tests/test_tokenization_auto.py tests/test_tokenization_byt5.py tests/test_tokenization_canine.py tests/test_tokenization_common.py tests/test_tokenization_fnet.py tests/test_tokenization_layoutlmv2.py tests/test_tokenization_luke.py tests/test_tokenization_mbart.py tests/test_tokenization_mbart50.py tests/test_tokenization_speech_to_text_2.py tests/test_tokenization_t5.py tests/test_tokenization_tapas.py tests/test_tokenization_xlm_roberta.py tests/test_trainer.py tests/test_trainer_distributed.py tests/test_trainer_tpu.py tests/test_utils_check_copies.py utils/check_copies.py utils/check_repo.py utils/notification_service.py utils/release.py utils/tests_fetcher.py
python utils/custom_init_isort.py
python utils/style_doc.py src/transformers docs/source --max_len 119
running deps_table_update
updating src/transformers/dependency_versions_table.py
python utils/check_copies.py
python utils/check_table.py
python utils/check_dummies.py
python utils/check_repo.py
Checking all models are public.
Checking all models are properly tested.
Checking all objects are properly documented.
Checking all models are in at least one auto class.
python utils/check_inits.py
python utils/tests_fetcher.py --sanity_check and fix suggested changes.
* Run black examples tests src utils
isort examples tests src utils
Skipped 1 files
make autogenerate_code
make[1]: Entering directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
running deps_table_update
updating src/transformers/dependency_versions_table.py
make[1]: Leaving directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
make extra_style_checks
make[1]: Entering directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers'
python utils/custom_init_isort.py
python utils/style_doc.py src/transformers docs/source --max_len 119
make[1]: Leaving directory '/mnt/c/Users/Admin/Desktop/Home/Projects/transformers' for reformatting code.
* Add installation dependencies for examples/research_projects/fsner.
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Stefan Schweter <stefan@schweter.it>
2021-09-23 17:04:15 -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
Sylvain Gugger
b7d264be0d
Add push_to_hub to no_trainer examples ( #13659 )
...
* Add push_to_hub to no_trainer examples
* Quality
* Document integration
* Roll out to other examples
2021-09-21 13:13:30 -04:00
Kamal Raj
78807d86eb
[FLAX] Question Answering Example ( #13649 )
...
* flax qa example
* Updated README: Added Large model
* added utils_qa.py FULL_COPIES
* Updates:
1. Copyright Year updated
2. added dtype arg
3. passing seed and dtype to load model
4. Check eval flag before running eval
* updated README
* updated code comment
2021-09-21 18:34:48 +05:30
Lowin
28d5700aae
fix research_projects/mlm_wwm readme.md examples ( #13646 )
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the variables of run example is not correct
2021-09-20 15:01:35 -04:00
Suraj Patil
87d5057d86
fix typo ( #13647 )
2021-09-20 13:22:26 +05:30
Patrick von Platen
95f933ea85
[Pretrained Model] Add resize_position_embeddings ( #13559 )
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* finish
* delete bogus file
* correct some stuff
* finish
* finish
2021-09-15 19:03:56 +02:00
elishowk
c783e14887
upgrade sentencepiece version ( #13564 )
2021-09-15 15:25:03 +02:00
Avital Oliver
51e5eca612
Add long overdue link to the Google TRC project ( #13501 )
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* Add long-overdue link to the Google TRC project
* Apply suggestions from code review
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Stefan Schweter <stefan@schweter.it>
2021-09-14 13:41:55 +05:30
Stefan Schweter
09549aa18c
examples: minor fixes in flax example readme ( #13502 )
2021-09-10 11:45:57 +05:30
Aleksander Smywiński-Pohl
008c2d0b7a
Fix typo in documentation ( #13494 )
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* Fix typo in deepspeed documentation
* Add missing import in deepspeed configuration
* Fix path in translation examples
2021-09-09 08:00:05 -04:00
Kamal Raj
1c191efc3a
flax ner example ( #13365 )
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* flax ner example
* added task to README
* updated readme
* 1. ArgumentParser -> HfArgumentParser
2. step-wise logging,eval and save
* added requirements.txt
* added progress bar
* updated README
* added check_min_version
* updated training data permuattion with JAX
* added metric lib to requirements
* updated readme table
* fixed imports
2021-09-09 10:12:57 +05:30
