medgemma_lora / training_args.json
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{
"lora_r": 16,
"lora_alpha": 16,
"lora_dropout": 0.05,
"lora_target_modules": "q_proj,v_proj",
"tuning_strategy": "lora",
"num_trainable_layers": 5,
"output_dir": "checkpoints/pure/Chest_xray_pa/medgemma_lora",
"num_train_epochs": 3,
"learning_rate": 0.0002,
"per_device_train_batch_size": 16,
"per_device_eval_batch_size": 16,
"gradient_accumulation_steps": 2,
"logging_steps": 10,
"eval_steps": 20,
"save_steps": 20,
"warmup_ratio": 0.03,
"weight_decay": 0.0,
"max_grad_norm": 0.3,
"lr_scheduler_type": "constant",
"save_strategy": "steps",
"bf16": true,
"tf32": false,
"gradient_checkpointing": true,
"optim": "adamw_torch_fused",
"ft_type": "SFT",
"data_name": "Chest_xray_pa",
"sft_type": "pure",
"balanced": false
}