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path: root/configs/deepspeed_zero3.json
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{
  "train_batch_size": "auto",
  "train_micro_batch_size_per_gpu": "auto",
  "gradient_accumulation_steps": "auto",

  "zero_optimization": {
    "stage": 3,
    "offload_optimizer": {
      "device": "none"
    },
    "offload_param": {
      "device": "none"
    },
    "overlap_comm": true,
    "contiguous_gradients": true,
    "sub_group_size": 1e9,
    "reduce_bucket_size": "auto",
    "stage3_prefetch_bucket_size": "auto",
    "stage3_param_persistence_threshold": "auto",
    "stage3_max_live_parameters": 1e9,
    "stage3_max_reuse_distance": 1e9,
    "stage3_gather_16bit_weights_on_model_save": true
  },

  "bf16": {
    "enabled": false
  },

  "fp16": {
    "enabled": false
  },

  "gradient_clipping": 1.0,

  "zero_allow_untested_optimizer": true,

  "wall_clock_breakdown": false
}