| 36 | |
| 37 | @dataclass |
| 38 | class TrainConfig: |
| 39 | model_name_or_path: str |
| 40 | dataset_name: str |
| 41 | dataset_config_name: Optional[str] |
| 42 | text_column: str |
| 43 | cache_dir: Optional[str] |
| 44 | use_dummy_data: bool |
| 45 | num_dummy_samples: int |
| 46 | |
| 47 | output_dir: str |
| 48 | seed: int |
| 49 | max_train_steps: int |
| 50 | checkpointing_steps: int |
| 51 | logging_steps: int |
| 52 | |
| 53 | per_device_train_batch_size: int |
| 54 | gradient_accumulation_steps: int |
| 55 | learning_rate: float |
| 56 | weight_decay: float |
| 57 | lr_scheduler: str |
| 58 | lr_warmup_steps: int |
| 59 | |
| 60 | max_length: int |
| 61 | prompt_length: int |
| 62 | block_length: int |
| 63 | |
| 64 | lambda_conf: float |
| 65 | conf_temperature: float |
| 66 | |
| 67 | |
| 68 | def parse_args() -> TrainConfig: |
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