{
  "kind": "decoder",
  "codename": "magic_macaw",
  "layout": "en_qwerty",
  "input_shape": [
    1,
    32,
    92
  ],
  "scoring": {
    "gamma": 0.10805559316114142,
    "lambda": 0.03353661356880642,
    "beta": 2.1994436323306066
  },
  "model_config": {
    "hidden_size": 256,
    "num_layers": 8,
    "proj_dim": 64,
    "context": 7,
    "num_chars": 26,
    "dropout": 0.05,
    "input_dim": 92
  },
  "parameter_counts": {
    "total": 304155,
    "total_mb": 1.1602592468261719
  },
  "training_metrics": {
    "epochs_completed": 55,
    "total_steps": 48900,
    "wall_time_seconds": 5830.3,
    "val_loss_best": 0.19973850001891455,
    "val_rank_acc_best": 94.63788773501663,
    "learned_score_best": 191.64666666666668
  },
  "paired_encoder": {
    "codename": "honorable_sturgeon",
    "checkpoint": "runs/encoder/20260412_135243/checkpoints/best_acc.pt",
    "hash": "7cd582b2afb1"
  },
  "run_dir": "/home/lee/Documents/FUTO/universal-swipe/runs/decoder/20260417_214601",
  "checkpoint": "best_learned_ema.pt",
  "git_commit": "86b375fbc0ad76fd6cc421b09f28a110c4e98367",
  "export_timestamp": "2026-04-20T21:45:58+00:00",
  "file_hashes": {
    "model_fp32.pte": "01eaf16ac4bc0f1ed0698c240807f0e95e6d427bcf6de04983ffc50736744d85",
    "model_fp16.pte": "cda2f78695c117d75bee53f37ff2f3ab37fd4310b5760c1d62fdcc18a03a590f",
    "ops.txt": "f76de861b093aa86dca1d3b25e4e6c17f4692433509c47099ab14622125b0502"
  },
  "file_sizes": {
    "model_fp32.pte": 1247468,
    "model_fp16.pte": 654518,
    "ops.txt": 51
  },
  "tuned_params": {
    "gamma": 0.10805559316114142,
    "lambda": 0.03353661356880642,
    "beta": 2.1994436323306066,
    "beam_width": 100
  }
}