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alpaca-mixlora-7b

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alpaca-mixlora-7b
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{
    "cutoff_len": 1024,
    "save_step": 2000,
    "early_stop_test_step": 2000,
    "train_lora_candidate_num": 1,
    "train_lora_simultaneously_num": 1,
    "train_strategy": "optim",
    "lora": [
        {
            "name": "alpaca-mixlora-7b",
            "optim": "adamw",
            "lr": 3e-4,
            "batch_size": 16,
            "micro_batch_size": 4,
            "test_batch_size": 64,
            "num_epochs": 2,
            "r": 8,
            "lora_alpha": 16,
            "lora_dropout": 0.05,
            "target_modules": {
                "q_proj": false,
                "k_proj": false,
                "v_proj": false,
                "o_proj": false,
                "w1_proj": true,
                "w2_proj": true,
                "w3_proj": true
            },
            "routing_strategy": "mixtral",
            "num_experts": 8,
            "top_k": 3,
            "act_fn": "silu",
            "data": "yahma/alpaca-cleaned",
            "prompt": "template/alpaca.json",
            "group_by_length": false,
            "expand_side": "right"
        }
    ]
}