File size: 2,052 Bytes
535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
{
  "tau_90": 0.9,
  "tau_99": 0.99,
  "N_prompts": 50,
  "dist_short": 50,
  "dist_long": 1000,
  "vocab_low": 1000,
  "vocab_high": 49000,
  "n_prefix": 20,
  "ref_logp_d10": {
    "mean": -24.3881,
    "std": 31.7154
  },
  "baseline_logp_d1000": {
    "mean": -22.5344,
    "std": 32.3306
  },
  "logp_gap": -1.8537,
  "layer_sweep": {
    "0": {
      "recovery_pct": -0.0,
      "logp_transplant_mean": -22.5344,
      "logp_transplant_std": 32.3306
    },
    "1": {
      "recovery_pct": 22.99,
      "logp_transplant_mean": -22.9606,
      "logp_transplant_std": 33.0628
    },
    "2": {
      "recovery_pct": 10.23,
      "logp_transplant_mean": -22.724,
      "logp_transplant_std": 32.622
    },
    "3": {
      "recovery_pct": 40.82,
      "logp_transplant_mean": -23.291,
      "logp_transplant_std": 32.9937
    },
    "4": {
      "recovery_pct": 3.37,
      "logp_transplant_mean": -22.5968,
      "logp_transplant_std": 31.8858
    },
    "5": {
      "recovery_pct": 44.34,
      "logp_transplant_mean": -23.3564,
      "logp_transplant_std": 32.2168
    },
    "6": {
      "recovery_pct": 76.15,
      "logp_transplant_mean": -23.9459,
      "logp_transplant_std": 32.6392
    },
    "7": {
      "recovery_pct": 82.6,
      "logp_transplant_mean": -24.0656,
      "logp_transplant_std": 32.1924
    },
    "8": {
      "recovery_pct": 78.41,
      "logp_transplant_mean": -23.9878,
      "logp_transplant_std": 32.6471
    },
    "9": {
      "recovery_pct": 108.37,
      "logp_transplant_mean": -24.5433,
      "logp_transplant_std": 32.5635
    },
    "10": {
      "recovery_pct": 84.36,
      "logp_transplant_mean": -24.0983,
      "logp_transplant_std": 31.7546
    },
    "11": {
      "recovery_pct": 94.5,
      "logp_transplant_mean": -24.2862,
      "logp_transplant_std": 31.727
    }
  },
  "L_crit_90": null,
  "L_crit_99": null,
  "alpha_90": null,
  "alpha_99": null,
  "recovery_at_Lcrit": null,
  "n_layers": 12,
  "d_model": 768,
  "model": "EleutherAI/pythia-160m",
  "seed": 42,
  "runtime_seconds": 32.5
}