├── .gitignore ├── README.md ├── __init__.py ├── callback ├── __init__.py ├── lr_scheduler.py ├── modelcheckpoint.py ├── optimizater │ ├── __init__.py │ ├── adabound.py │ ├── adafactor.py │ ├── adamw.py │ ├── lamb.py │ ├── lars.py │ ├── lookahead.py │ ├── nadam.py │ ├── novograd.py │ ├── planradam.py │ ├── radam.py │ ├── ralamb.py │ ├── ralars.py │ ├── sgdw.py │ └── swa.py ├── progressbar.py └── trainingmonitor.py ├── losses ├── __init__.py ├── focal_loss.py └── label_smoothing.py ├── metrics ├── __init__.py └── tasks_compute_metrics.py ├── models ├── __init__.py └── transformers │ ├── __init__.py │ ├── __main__.py │ ├── configuration_albert.py │ ├── configuration_auto.py │ ├── configuration_bert.py │ ├── configuration_ctrl.py │ ├── configuration_distilbert.py │ ├── configuration_gpt2.py │ ├── configuration_openai.py │ ├── configuration_roberta.py │ ├── configuration_transfo_xl.py │ ├── configuration_utils.py │ ├── configuration_xlm.py │ ├── configuration_xlnet.py │ ├── file_utils.py │ ├── modeling_albert.py │ ├── modeling_albert_bright.py │ ├── modeling_auto.py │ ├── modeling_bert.py │ ├── modeling_ctrl.py │ ├── modeling_distilbert.py │ ├── modeling_gpt2.py │ ├── modeling_openai.py │ ├── modeling_roberta.py │ ├── modeling_transfo_xl.py │ ├── modeling_transfo_xl_utilities.py │ ├── modeling_utils.py │ ├── modeling_xlm.py │ ├── modeling_xlnet.py │ ├── optimization.py │ ├── tokenization_albert.py │ ├── tokenization_auto.py │ ├── tokenization_bert.py │ ├── tokenization_ctrl.py │ ├── tokenization_distilbert.py │ ├── tokenization_gpt2.py │ ├── tokenization_openai.py │ ├── tokenization_roberta.py │ ├── tokenization_transfo_xl.py │ ├── tokenization_utils.py │ ├── tokenization_xlm.py │ └── tokenization_xlnet.py ├── outputs ├── model.png └── tnews_output │ └── .gitignore ├── prev_trained_model └── bert-base │ └── .gitignore ├── processors ├── __init__.py ├── classifier_process.py └── classifier_utils.py ├── run_classifier.py ├── run_classifier.sh └── tools ├── __init__.py └── 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