File size: 954 Bytes
5f885e5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 |
{
"trainer": {
"evaluation_strategy": "steps",
"per_device_train_batch_size": 4,
"per_device_eval_batch_size": 4,
"gradient_accumulation_steps": 32,
"eval_steps": 20,
"save_steps": 20,
"logging_steps": 2,
"learning_rate": 0.0003,
"num_train_epochs": 5,
"lr_scheduler_type": "cosine",
"warmup_steps": 30,
"fp16": true,
"bf16": false,
"torch_compile": false,
"optim": "adamw_torch"
},
"lora": {
"r": 16,
"lora_alpha": 16,
"lora_dropout": 0.05,
"bias": "none",
"target_modules": ["q_proj", "v_proj", "k_proj", "o_proj"],
"task_type": "CAUSAL_LM"
},
"load_in_8bit": true,
"only_target_loss": true,
"mode": "chat",
"templates_path": "internal_prompts/rpr.json",
"model_name": "models/llama-7b",
"model_type": "causal",
"max_tokens_count": 2000
}
|