{
    "bf16": {
        "enabled": true
    },


    "zero_optimization": {
        "stage": 3,
        "offload_optimizer": {
            "device": "none",
            "pin_memory": true
        },
        "offload_param": {
            "device": "none",
            "pin_memory": true
        },
        "overlap_comm": true,
        "contiguous_gradients": true,
        "sub_group_size": 1e9,
        "stage3_max_live_parameters": 1e9,
        "stage3_max_reuse_distance": 1e9,
        "stage3_gather_16bit_weights_on_model_save": true
    },
    "gradient_accumulation_steps": 8,
    "train_micro_batch_size_per_gpu": 2,
    "train_batch_size": 128, 
    "gradient_clipping": "auto",
    "steps_per_print": 10,
    "wall_clock_breakdown": false
}