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{
"base_model": "microsoft/Phi-3-mini-4k-instruct",
"domains": [
"ambiguous",
"api_generation",
"business",
"coding",
"creative_content",
"data_analysis",
"education",
"general_knowledge",
"geography",
"history",
"law",
"literature",
"mathematics",
"medicine",
"science",
"sensitive",
"technology"
],
"num_domains": 17,
"training_samples": 3666,
"multi_domain_samples": 516,
"training_config": {
"num_epochs": 5,
"batch_size": 16,
"learning_rate": 0.0002,
"warmup_ratio": 0.1,
"weight_decay": 0.01,
"gradient_accumulation_steps": 2,
"eval_steps": 50,
"save_steps": 100,
"logging_steps": 10
},
"lora_config": {
"r": 32,
"lora_alpha": 64,
"lora_dropout": 0.1,
"target_modules": [
"qkv_proj",
"o_proj",
"gate_up_proj",
"down_proj"
]
},
"training_time_hours": 1.6138046666666666,
"final_loss": 0.14003139210783916
} |