Shang Zhang a59e7c1ed4 Add QDQBert model and quantization examples of SQUAD task (#14066) ...

* 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

..

_static

Docs for version v4.12.5

2021-11-17 11:39:12 -05:00

imgs

[ImageGPT] Small fixes (#14460)

2021-11-19 15:15:02 +01:00

internal

Fix doc building error

2021-08-12 05:49:02 -04:00

main_classes

Adding some quality of life for pipeline function. (#14322)

2021-11-10 10:18:35 +01:00

model_doc

Add QDQBert model and quantization examples of SQUAD task (#14066)

2021-11-19 13:33:39 -05:00

add_new_model.rst

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

add_new_pipeline.rst

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

benchmarks.rst

[Docs] fixed broken link (#12205)

2021-06-16 15:14:53 -04:00

bertology.rst

Fix documentation links always pointing to master. (#9217)

2021-01-05 06:18:48 -05:00

community.md

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

conf.py

v4.13.0.dev0

2021-10-28 12:56:46 -04:00

contributing.md

Update installation page and add contributing to the doc (#5084)

2020-06-17 14:01:10 -04:00

converting_tensorflow_models.rst

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

custom_datasets.rst

Rewrite guides for fine-tuning with Datasets (#13923)

2021-11-09 14:12:50 -05:00

debugging.rst

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

examples.md

per_device instead of per_gpu/error thrown when argument unknown (#4618)

2020-05-27 11:36:55 -04:00

fast_tokenizers.rst

Documentation about loading a fast tokenizer within Transformers (#11029)

2021-04-05 10:51:16 -04:00

favicon.ico

Adding usage examples for common tasks (#2850)

2020-02-25 13:48:24 -05:00

glossary.rst

Add video links to the documentation (#12162)

2021-06-15 06:37:37 -04:00

index.rst

Add QDQBert model and quantization examples of SQUAD task (#14066)

2021-11-19 13:33:39 -05:00

installation.md

Fix some typos in the docs (#14126)

2021-10-25 07:40:44 -04:00

migration.md

consistent nn. and nn.functional: part 5 docs (#12161)

2021-06-14 13:34:32 -07:00

model_sharing.rst

Fix some writing issues in the docs (#14136)

2021-10-25 07:48:02 -04:00

model_summary.rst

Add video links to the documentation (#12162)

2021-06-15 06:37:37 -04:00

multilingual.rst

Examples reorg (#11350)

2021-04-21 11:11:20 -04:00

notebooks.md

Update notebooks (#3620)

2020-04-06 14:32:39 -04:00

parallelism.md

[doc] performance and parallelism updates (#14391)

2021-11-14 17:19:15 -08:00

performance.md

[doc] performance and parallelism updates (#14391)

2021-11-14 17:19:15 -08:00

perplexity.rst

Small changes in perplexity.rstto make the notebook executable on google collaboratory (#13541)

2021-09-13 13:32:32 +02:00

philosophy.rst

Minor documentation revisions from copyediting (#9266)

2020-12-23 10:15:49 -05:00

pr_checks.md

Quality explain (#14264)

2021-11-03 17:43:19 -04:00

preprocessing.rst

Fix a typo in preprocessing docs (#14108)

2021-10-21 17:00:26 -04:00

pretrained_models.rst

Fix broken link to distill models in docs (#13848)

2021-10-04 11:57:54 -04:00

quicktour.rst

[Large PR] Entire rework of pipelines. (#13308)

2021-09-10 14:47:48 +02:00

sagemaker.md

remove documentation (#12657)

2021-07-12 18:02:51 +02:00

serialization.rst

Add Camembert to models exportable with ONNX (#14059)

2021-10-26 11:22:22 +02:00

task_summary.rst

Fix broken link in translation section (#14087)

2021-10-20 15:10:57 -04:00

testing.rst

[testing] auto-replay captured streams (#13803)

2021-09-30 09:26:49 -07:00

tokenizer_summary.rst

Fix some typos in the docs (#14126)

2021-10-25 07:40:44 -04:00

training.rst

Remove unneeded to_tensor() in TF inline example (#14140)

2021-10-25 15:04:36 +01:00

troubleshooting.md

[troubleshooting] add 2 points of reference to the offline mode (#11236)

2021-04-14 08:39:23 -07:00