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crate-d12-base

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crate-d12-base
File size: 1,330 Bytes
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  "val_bpb": 1.1130690245666328,
  "model_config": {
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    "vocab_size": 50304,
    "n_layer": 12,
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    "n_kv_head": 6,
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    "window_pattern": "SSSL"
  },
  "user_config": {
    "run": "4090-crate-a",
    "device_type": "",
    "depth": 12,
    "aspect_ratio": 64,
    "head_dim": 128,
    "max_seq_len": 1024,
    "window_pattern": "SSSL",
    "num_iterations": 50000,
    "target_flops": -1.0,
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    "weight_decay": 0.2,
    "matrix_lr": 0.02,
    "scalar_lr": 0.5,
    "adam_beta1": 0.8,
    "adam_beta2": 0.95,
    "warmup_ratio": 0.0,
    "warmdown_ratio": 0.4,
    "final_lr_frac": 0.0,
    "resume_from_step": -1,
    "eval_every": 20000,
    "eval_tokens": 10485760,
    "core_metric_every": 2000,
    "core_metric_max_per_task": 500,
    "sample_every": 2000,
    "save_every": 5000,
    "model_tag": null
  },
  "device_batch_size": 16,
  "max_seq_len": 1024,
  "dataloader_state_dict": {
    "pq_idx": 8,
    "rg_idx": 18,
    "epoch": 2
  },
  "loop_state": {
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    "smooth_train_loss": 3.7495008182618137,
    "total_training_time": 12204.943566560745
  }
}