{ | |
"data_path": "autotrain-t5-small/autotrain-data", | |
"model": "google-t5/t5-small", | |
"username": "kmcao", | |
"seed": 42, | |
"train_split": "train", | |
"valid_split": "validation", | |
"project_name": "autotrain-t5-small", | |
"push_to_hub": true, | |
"text_column": "autotrain_text", | |
"target_column": "autotrain_label", | |
"lr": 5e-05, | |
"epochs": 3, | |
"max_seq_length": 128, | |
"max_target_length": 128, | |
"batch_size": 2, | |
"warmup_ratio": 0.1, | |
"gradient_accumulation": 1, | |
"optimizer": "adamw_torch", | |
"scheduler": "linear", | |
"weight_decay": 0.0, | |
"max_grad_norm": 1.0, | |
"logging_steps": -1, | |
"evaluation_strategy": "epoch", | |
"auto_find_batch_size": false, | |
"mixed_precision": "none", | |
"save_total_limit": 1, | |
"peft": false, | |
"quantization": "int4", | |
"lora_r": 16, | |
"lora_alpha": 32, | |
"lora_dropout": 0.05, | |
"target_modules": "all-linear", | |
"log": "tensorboard", | |
"early_stopping_patience": 5, | |
"early_stopping_threshold": 0.01 | |
} |