├── .gitignore ├── CODE_OF_CONDUCT.md ├── DeBERTa ├── .gitignore ├── __init__.py ├── apps │ ├── __init__.py │ ├── _utils.py │ ├── models │ │ ├── __init__.py │ │ ├── masked_language_model.py │ │ ├── multi_choice.py │ │ ├── ner.py │ │ ├── record_qa.py │ │ ├── replaced_token_detection_model.py │ │ └── sequence_classification.py │ ├── run.py │ └── tasks │ │ ├── __init__.py │ │ ├── glue_tasks.py │ │ ├── metrics.py │ │ ├── mlm_task.py │ │ ├── ner_task.py │ │ ├── race_task.py │ │ ├── record_eval.py │ │ ├── rtd_task.py │ │ ├── superglue_tasks.py │ │ ├── task.py │ │ └── task_registry.py ├── data │ ├── __init__.py │ ├── async_data.py │ ├── data_sampler.py │ ├── dataloader.py │ ├── dynamic_dataset.py │ └── example.py ├── deberta │ ├── __init__.py │ ├── bert.py │ ├── cache_utils.py │ ├── config.py │ ├── da_utils.py │ ├── deberta.py │ ├── disentangled_attention.py │ ├── gpt2_bpe_utils.py │ ├── gpt2_tokenizer.py │ ├── mlm.py │ ├── nnmodule.py │ ├── ops.py │ ├── pooling.py │ ├── pretrained_models.py │ ├── spm_tokenizer.py │ └── tokenizers.py ├── optims │ ├── __init__.py │ ├── args.py │ ├── fp16_optimizer.py │ ├── lr_schedulers.py │ └── xadam.py ├── sift │ ├── README.md │ ├── __init__.py │ └── sift.py ├── training │ ├── __init__.py │ ├── _utils.py │ ├── args.py │ ├── dist_launcher.py │ ├── optimizer_utils.py │ └── trainer.py └── utils │ ├── __init__.py │ ├── argument_types.py │ ├── jit_tracing.py │ ├── logger_util.py │ └── xtqdm.py ├── LICENSE ├── README.md ├── SECURITY.md ├── VERSION ├── docker ├── Dockerfile └── build.sh ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── conf.py │ ├── index.rst │ └── modules │ └── deberta.rst ├── experiments ├── glue │ ├── README.md │ ├── cola.sh │ ├── config.json │ ├── download_data.sh │ ├── mnli.sh │ ├── mrpc.sh │ ├── patch.diff │ ├── qnli.sh │ ├── qqp.sh │ ├── rte.sh │ ├── sst2.sh │ └── stsb.sh ├── language_model │ ├── README.md │ ├── bert_base.json │ ├── deberta_base.json │ ├── deberta_xlarge.json │ ├── deberta_xxlarge.json │ ├── mlm.sh │ ├── prepare_data.py │ ├── rtd.sh │ ├── rtd_base.json │ ├── rtd_large.json │ ├── rtd_small.json │ └── rtd_xsmall.json ├── my_exp │ ├── README.md │ ├── alpha_nli.py │ ├── config.json │ ├── race_task.py │ ├── run_anli.sh │ └── run_race.sh ├── ner │ ├── config.json │ └── ner.sh └── superglue │ ├── README.md │ ├── config.json │ ├── copa.sh │ ├── download_data.sh │ └── record.sh ├── requirements.txt ├── run_docker.sh ├── setup.cfg └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/DeBERTa/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/DeBERTa/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /DeBERTa/.gitignore: 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