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taf-agent
File size: 3,496 Bytes
535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "tau_90": 0.9,
  "tau_99": 0.99,
  "N_prompts": 50,
  "dist_short": 10,
  "dist_long": 1000,
  "vocab_low": 1000,
  "vocab_high": 49000,
  "n_prefix": 20,
  "ref_logp_d10": {
    "mean": -5.4631,
    "std": 2.8925
  },
  "baseline_logp_d1000": {
    "mean": -9.7463,
    "std": 1.8955
  },
  "logp_gap": 4.2833,
  "layer_sweep": {
    "0": {
      "recovery_pct": 5.56,
      "logp_transplant_mean": -9.508,
      "logp_transplant_std": 1.9858
    },
    "1": {
      "recovery_pct": -1.42,
      "logp_transplant_mean": -9.8073,
      "logp_transplant_std": 1.8966
    },
    "2": {
      "recovery_pct": -18.65,
      "logp_transplant_mean": -10.545,
      "logp_transplant_std": 1.3962
    },
    "3": {
      "recovery_pct": -29.15,
      "logp_transplant_mean": -10.9947,
      "logp_transplant_std": 1.3252
    },
    "4": {
      "recovery_pct": -25.53,
      "logp_transplant_mean": -10.8399,
      "logp_transplant_std": 1.2819
    },
    "5": {
      "recovery_pct": -23.65,
      "logp_transplant_mean": -10.7595,
      "logp_transplant_std": 1.3296
    },
    "6": {
      "recovery_pct": -18.07,
      "logp_transplant_mean": -10.5205,
      "logp_transplant_std": 1.4416
    },
    "7": {
      "recovery_pct": -8.39,
      "logp_transplant_mean": -10.1058,
      "logp_transplant_std": 1.7581
    },
    "8": {
      "recovery_pct": -3.24,
      "logp_transplant_mean": -9.8849,
      "logp_transplant_std": 1.8278
    },
    "9": {
      "recovery_pct": 1.24,
      "logp_transplant_mean": -9.6934,
      "logp_transplant_std": 1.9144
    },
    "10": {
      "recovery_pct": 3.77,
      "logp_transplant_mean": -9.5847,
      "logp_transplant_std": 1.8993
    },
    "11": {
      "recovery_pct": 15.89,
      "logp_transplant_mean": -9.0657,
      "logp_transplant_std": 2.1398
    },
    "12": {
      "recovery_pct": 28.5,
      "logp_transplant_mean": -8.5257,
      "logp_transplant_std": 2.2662
    },
    "13": {
      "recovery_pct": 24.39,
      "logp_transplant_mean": -8.7018,
      "logp_transplant_std": 2.0727
    },
    "14": {
      "recovery_pct": 25.1,
      "logp_transplant_mean": -8.6712,
      "logp_transplant_std": 2.1552
    },
    "15": {
      "recovery_pct": 23.91,
      "logp_transplant_mean": -8.7221,
      "logp_transplant_std": 2.0806
    },
    "16": {
      "recovery_pct": 23.78,
      "logp_transplant_mean": -8.7276,
      "logp_transplant_std": 2.117
    },
    "17": {
      "recovery_pct": 28.57,
      "logp_transplant_mean": -8.5225,
      "logp_transplant_std": 2.1925
    },
    "18": {
      "recovery_pct": 31.81,
      "logp_transplant_mean": -8.3837,
      "logp_transplant_std": 2.1712
    },
    "19": {
      "recovery_pct": 40.11,
      "logp_transplant_mean": -8.0282,
      "logp_transplant_std": 2.3
    },
    "20": {
      "recovery_pct": 52.07,
      "logp_transplant_mean": -7.5162,
      "logp_transplant_std": 2.4831
    },
    "21": {
      "recovery_pct": 67.74,
      "logp_transplant_mean": -6.8449,
      "logp_transplant_std": 2.7111
    },
    "22": {
      "recovery_pct": 82.6,
      "logp_transplant_mean": -6.2084,
      "logp_transplant_std": 2.8555
    },
    "23": {
      "recovery_pct": 93.2,
      "logp_transplant_mean": -5.7542,
      "logp_transplant_std": 2.8334
    }
  },
  "L_crit_90": 23,
  "L_crit_99": null,
  "alpha_90": 0.9583,
  "alpha_99": null,
  "recovery_at_Lcrit": 0.932,
  "n_layers": 24,
  "d_model": 1024,
  "model": "gpt2-medium",
  "seed": 42,
  "runtime_seconds": 176.4
}