mixlora_dynamic_glm.json

{
    "cutoff_len": 512,
    "save_step": 1000,
    "train_lora_candidate_num": 2,
    "train_lora_simultaneously_num": 2,
    "train_strategy": "optim",
    "lora": [
        {
            "name": "mixlora",
            "task_name": "",
            "optim": "adamw",
            "scheduler_type": "constant",
            "warmup_steps": 0,
            "lr": 2e-4,
            "batch_size": 16,
            "micro_batch_size": 8,
            "evaluate_batch_size": 16,
            "num_epochs": 2,
            "r": 14,
            "lora_alpha": 28,
            "lora_dropout": 0.05,
            "target_modules": {
                "qkv_proj": true,
                "dense": true,
                "dense_h_to_4h": true,
                "dense_4h_to_h": true
            },
            "routing_strategy": "mixlora-dynamic",
            "num_experts": 8,
            "top_p": 0.8,
            "group_by_length": false
        }
    ]
}