├── README.md ├── budget_bert_pretraining ├── dataset │ ├── README.md │ ├── data │ │ ├── BookscorpusTextFormatting.py │ │ ├── TextSharding.py │ │ ├── WikicorpusTextFormatting.py │ │ ├── __init__.py │ │ ├── create_pretraining_data.py │ │ ├── create_pretraining_data_roberta.py │ │ └── utils.py │ ├── generate_samples.py │ ├── merge_shards.py │ ├── process_data.py │ └── shard_data.py ├── pretraining │ ├── __init__.py │ ├── args │ │ ├── __init__.py │ │ ├── dataset_args.py │ │ ├── deepspeed_args.py │ │ ├── model_args.py │ │ ├── optimizer_args.py │ │ ├── pretraining_args.py │ │ └── scheduler_args.py │ ├── base.py │ ├── configs.py │ ├── dataset │ │ ├── __init__.py │ │ ├── bert_dataset_provider.py │ │ ├── data_worker.py │ │ ├── distributed_pretraining_dataset.py │ │ └── pretraining_dataset.py │ ├── modeling.py │ ├── optimizers.py │ ├── schedules.py │ └── utils.py ├── run_ft.py ├── run_lp.py └── run_pretraining.py ├── enlarge.py ├── fix_config.py ├── pcfg ├── calculate_hessian.py ├── 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