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NEXTGPT

Text Generation
English
multimodal
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NEXTGPT
File size: 1,212 Bytes 
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{
  "train_batch_size": 2,
  "train_micro_batch_size_per_gpu": 1,
  "gradient_accumulation_steps": 1,
  "steps_per_print": 1,
  "gradient_clipping": 1.0,
  "zero_optimization": {
    "stage": 2,
    "offload_optimizer": {
      "device": "cpu"
    },
    "contiguous_gradients": true,
    "allgather_bucket_size": 500000000,
    "allgather_partitions": true
  },
  "fp16": {
    "enabled": true,
    "opt_level": "O2",
    "loss_scale": 64,
    "loss_scale_window": 1000,
    "initial_scale_power": 16,
    "hysteresis": 2,
    "min_loss_scale": 1
  },
  "bf16": {
    "enable": true
  },
  "optimizer": {
    "type": "Adam",
    "params": {
      "lr": 0.0005,
      "betas": [
        0.9,
        0.95
      ],
      "eps": 1e-8,
      "weight_decay": 0.001
    }
  },
  "scheduler": {
    "type": "WarmupDecayLR",
    "params": {
      "warmup_min_lr": 0,
      "warmup_max_lr": 0.0005,
      "warmup_num_steps": 10,
      "total_num_steps": 10000
    }
  },
  "activation_checkpointing": {
    "partition_activations": true,
    "cpu_checkpointing": true,
    "contiguous_memory_optimization": false,
    "number_checkpoints": null,
    "synchronize_checkpoint_boundary": false,
    "profile": false
  }

}