{
  "name": "pev",
  "model_config": {
    "backbone": "facebook/esm2_t33_650M_UR50D",
    "hidden": 256,
    "lora_rank": 16,
    "lora_alpha": 32,
    "lora_dropout": 0.05,
    "lora_last_n_layers": 4,
    "cond_dim": 32,
    "context_dim": 128,
    "feature_builder": "parent_reuse",
    "head_mode": "joint",
    "improvement_weight": 1.0,
    "per_mutant_batch": 32,
    "use_lm_features": true,
    "use_wt_residue": true,
    "panel_aware_stop": false,
    "max_length": 1024,
    "dropout": 0.1
  },
  "backbone_fingerprint": "5e2465d5dfb31cbe4baa6732f8ca9d7a11c1c2fb4a4d7fc1469eeee71bf7f941",
  "saved_parameters": "lora_heads_conditioning",
  "event_definition": {
    "choice": "action wins the offered panel; best positive utility, ties uniform, else STOP",
    "improve": "u(a) > 0, i.e. improvement in the recorded assay endpoint",
    "utility": "u(a) = y(parent + a) - y(parent), within one assay context"
  },
  "calibration_version": "pev-calib-1:8166293a73e2:d8043f6b1622:c6b74a1c",
  "calibration_sha256": "e1199fe7e807971f0e94c9a49efe626d6de2736b6d8f79b2a71c61af66d8bf3b"
}