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skip-middle-fineweb-baseline-12-layers

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skip-middle-fineweb-baseline-12-layers
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{
  "data": {
    "train_files": "data/fineweb_10B_gpt2/fineweb_train_*.bin",
    "val_files": "data/fineweb_10B_gpt2/fineweb_val_*.bin",
    "batch_size": 512,
    "device_batch_size": 32
  },
  "model": {
    "dim": 768,
    "n_layers": 12,
    "n_heads": 12,
    "n_kv_heads": 12,
    "vocab_size": 50257,
    "multiple_of": 256,
    "ffn_dim_multiplier": 4,
    "norm_eps": 1e-05,
    "rope_theta": 10000,
    "use_scaled_rope": false,
    "max_seq_len": 1024,
    "initializer_range": 0.02,
    "zero_init_masks": true
  },
  "optimizer": {
    "default": {
      "lr": 0.001,
      "beta1": 0.8,
      "beta2": 0.95,
      "eps": 1e-10,
      "weight_decay": 0
    },
    "masks": {
      "lr": 0.001,
      "beta1": 0.8,
      "beta2": 0.95,
      "eps": 1e-10,
      "weight_decay": 0
    },
    "norms": {
      "lr": 0.001,
      "beta1": 0.8,
      "beta2": 0.95,
      "eps": 1e-10,
      "weight_decay": 0
    }
  },
  "scheduler": {
    "warmup_steps": 0.1,
    "start_factor": 0.1
  },
  "gates": {},
  "gates_zero_eps": 1e-08,
  "seed": 0,
  "project": "fineweb-baseline",
  "run_id": null,
  "logdir": "logs/fineweb-baseline",
  "log_gradients": false,
  "log_params": false,
  "log_every_steps": 1,
  "val_every_steps": 100,
  "save_every_steps": -1
}