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dolphin-llama-13b

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dolphin-llama-13b
File size: 1,511 Bytes 
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{
    "zero_optimization": {
        "stage": 3,
        "overlap_comm": true,
        "contiguous_gradients": true,
        "sub_group_size": 0,
        "reduce_bucket_size": "auto",
        "stage3_prefetch_bucket_size": "auto",
        "stage3_param_persistence_threshold": "auto",
        "stage3_max_live_parameters": 0,
        "stage3_max_reuse_distance": 0,
        "stage3_gather_16bit_weights_on_model_save": true
    },
    "bf16": {
        "enabled": true,
        "auto_cast": false,
        "loss_scale": 0,
        "initial_scale_power": 32,
        "loss_scale_window": 1000,
        "hysteresis": 2,
        "min_loss_scale": 1
    },
    "optimizer": {
        "type": "AdamW",
        "params": {
            "lr": "auto",
            "betas": [
                0.9,
                0.999
            ],
            "eps": 1e-8,
            "weight_decay": 0
        }
    },
    "scheduler": {
        "type": "OneCycle",
        "params": {
            "cycle_first_step_size": 1000,
            "cycle_first_stair_count": 500,
            "cycle_second_step_size": 1000,
            "cycle_second_stair_count": 500,
            "decay_step_size": 1000,
            "cycle_min_lr": 0,
            "cycle_max_lr": 1e-5,
            "decay_lr_rate": 0.001,
            "cycle_min_mom": 0.85,
            "cycle_max_mom": 0.99,
            "decay_mom_rate": 0.0
        }
    },
    "train_batch_size": "auto",
    "train_micro_batch_size_per_gpu": "auto",
    "wall_clock_breakdown": false
}