{
  "model": {
    "name": "transformer",
    "d_model": 256,
    "n_layers": 4,
    "n_heads": 8,
    "d_ff": 1024,
    "dropout": 0.0,
    "causal": true,
    "context": 1024,
    "overlap": 256,
    "grad_ckpt": false
  },
  "train": {
    "steps": 10000,
    "batch_size": 16,
    "seq_len": 1024,
    "lr": 0.001,
    "min_lr_ratio": 0.1,
    "warmup": 1000,
    "weight_decay": 0.1,
    "grad_clip": 1.0,
    "log_every": 50,
    "eval_every": 1000,
    "eval_batch_tokens": 16384,
    "seed": 0,
    "align_crops": true
  },
  "params": 3184156,
  "data": {
    "pairs": 569670,
    "dropped": 0,
    "null_symbols": "!'+,-./:;<=>?[]_{}"
  },
  "best": {
    "char_accuracy": 0.1778054242826548,
    "word_accuracy": 0.007266449651063734,
    "precision": 0.78400927230149,
    "recall": 0.046872386788544516,
    "f1": 0.030376188426197034,
    "levenshtein": 742.7077189939289,
    "normalized_levenshtein": 0.822043863867842,
    "samples": 1153,
    "loss": 2.5003384844661993,
    "step": 10000
  }
}