├── LICENSE ├── MANIFEST.in ├── README.md ├── docker └── Dockerfile ├── docs └── imgs │ ├── warmup_constant_schedule.png │ ├── warmup_cosine_hard_restarts_schedule.png │ ├── warmup_cosine_schedule.png │ ├── warmup_cosine_warm_restarts_schedule.png │ └── warmup_linear_schedule.png ├── examples ├── bertology.py ├── extract_features.py ├── lm_finetuning │ ├── README.md │ ├── finetune_on_pregenerated.py │ ├── pregenerate_training_data.py │ └── simple_lm_finetuning.py ├── run_classifier.py ├── run_classifier_dataset_utils.py ├── run_gpt2.py ├── run_openai_gpt.py ├── run_squad.py ├── run_squad_dataset_utils.py ├── run_swag.py ├── run_transfo_xl.py ├── sem_run_classifier.py ├── tacred_run_classifier.py ├── tacred_run_infer.py ├── test.sh └── train.sh ├── hubconf.py ├── hubconfs ├── bert_hubconf.py ├── gpt2_hubconf.py ├── gpt_hubconf.py └── transformer_xl_hubconf.py ├── notebooks ├── Comparing-PT-and-TF-models.ipynb ├── Comparing-TF-and-PT-models-MLM-NSP.ipynb ├── Comparing-TF-and-PT-models-SQuAD.ipynb └── Comparing-TF-and-PT-models.ipynb ├── pytorch_pretrained_bert ├── __init__.py ├── __main__.py ├── convert_gpt2_checkpoint_to_pytorch.py ├── convert_openai_checkpoint_to_pytorch.py ├── convert_pytorch_checkpoint_to_tf.py ├── convert_tf_checkpoint_to_pytorch.py ├── convert_transfo_xl_checkpoint_to_pytorch.py ├── file_utils.py ├── modeling.py ├── modeling_gpt2.py ├── modeling_openai.py ├── modeling_transfo_xl.py ├── modeling_transfo_xl_utilities.py ├── optimization.py ├── optimization_openai.py ├── tokenization.py ├── tokenization_gpt2.py ├── tokenization_openai.py └── tokenization_transfo_xl.py ├── requirements.txt ├── samples ├── input.txt └── sample_text.txt ├── setup.py └── tests ├── conftest.py ├── modeling_gpt2_test.py ├── modeling_openai_test.py ├── modeling_test.py ├── modeling_transfo_xl_test.py ├── optimization_test.py ├── tokenization_gpt2_test.py ├── tokenization_openai_test.py ├── tokenization_test.py └── 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