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taf-agent
File size: 3,498 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": -5.9067,
    "std": 3.0409
  },
  "baseline_logp_d1000": {
    "mean": -9.7241,
    "std": 2.1412
  },
  "logp_gap": 3.8174,
  "layer_sweep": {
    "0": {
      "recovery_pct": 6.04,
      "logp_transplant_mean": -9.4936,
      "logp_transplant_std": 2.2336
    },
    "1": {
      "recovery_pct": -0.09,
      "logp_transplant_mean": -9.7276,
      "logp_transplant_std": 2.0944
    },
    "2": {
      "recovery_pct": -21.15,
      "logp_transplant_mean": -10.5316,
      "logp_transplant_std": 1.3673
    },
    "3": {
      "recovery_pct": -32.39,
      "logp_transplant_mean": -10.9607,
      "logp_transplant_std": 1.1423
    },
    "4": {
      "recovery_pct": -30.12,
      "logp_transplant_mean": -10.8737,
      "logp_transplant_std": 1.1727
    },
    "5": {
      "recovery_pct": -27.56,
      "logp_transplant_mean": -10.776,
      "logp_transplant_std": 1.2338
    },
    "6": {
      "recovery_pct": -19.52,
      "logp_transplant_mean": -10.4692,
      "logp_transplant_std": 1.4712
    },
    "7": {
      "recovery_pct": -9.87,
      "logp_transplant_mean": -10.1009,
      "logp_transplant_std": 1.5825
    },
    "8": {
      "recovery_pct": -6.28,
      "logp_transplant_mean": -9.964,
      "logp_transplant_std": 1.5413
    },
    "9": {
      "recovery_pct": -2.57,
      "logp_transplant_mean": -9.8221,
      "logp_transplant_std": 1.6155
    },
    "10": {
      "recovery_pct": 1.38,
      "logp_transplant_mean": -9.6713,
      "logp_transplant_std": 1.6224
    },
    "11": {
      "recovery_pct": 11.72,
      "logp_transplant_mean": -9.2767,
      "logp_transplant_std": 1.9273
    },
    "12": {
      "recovery_pct": 24.03,
      "logp_transplant_mean": -8.8066,
      "logp_transplant_std": 2.0984
    },
    "13": {
      "recovery_pct": 19.1,
      "logp_transplant_mean": -8.995,
      "logp_transplant_std": 1.8581
    },
    "14": {
      "recovery_pct": 21.76,
      "logp_transplant_mean": -8.8933,
      "logp_transplant_std": 1.9676
    },
    "15": {
      "recovery_pct": 23.69,
      "logp_transplant_mean": -8.8197,
      "logp_transplant_std": 1.9113
    },
    "16": {
      "recovery_pct": 24.05,
      "logp_transplant_mean": -8.8061,
      "logp_transplant_std": 1.9449
    },
    "17": {
      "recovery_pct": 30.61,
      "logp_transplant_mean": -8.5558,
      "logp_transplant_std": 2.0788
    },
    "18": {
      "recovery_pct": 33.19,
      "logp_transplant_mean": -8.457,
      "logp_transplant_std": 2.0042
    },
    "19": {
      "recovery_pct": 43.4,
      "logp_transplant_mean": -8.0674,
      "logp_transplant_std": 2.2228
    },
    "20": {
      "recovery_pct": 55.8,
      "logp_transplant_mean": -7.5939,
      "logp_transplant_std": 2.526
    },
    "21": {
      "recovery_pct": 68.52,
      "logp_transplant_mean": -7.1084,
      "logp_transplant_std": 2.7443
    },
    "22": {
      "recovery_pct": 81.3,
      "logp_transplant_mean": -6.6206,
      "logp_transplant_std": 2.9209
    },
    "23": {
      "recovery_pct": 94.51,
      "logp_transplant_mean": -6.1163,
      "logp_transplant_std": 2.9301
    }
  },
  "L_crit_90": 23,
  "L_crit_99": null,
  "alpha_90": 0.9583,
  "alpha_99": null,
  "recovery_at_Lcrit": 0.9451,
  "n_layers": 24,
  "d_model": 1024,
  "model": "gpt2-medium",
  "seed": 7,
  "runtime_seconds": 175.7
}