File size: 1,310 Bytes
2778af7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "model": "pluto-typed",
  "benchmark": "LocalLLaMA/typed-decisions",
  "mode": "fitted on train",
  "n_decisions": 2000,
  "accuracy": 0.711,
  "ece": 0.10864835740625857,
  "brier": 0.4019103944301605,
  "nll": 0.6982178688049316,
  "per_kind": {
    "choice": {
      "n": 600,
      "accuracy": 0.6433333333333333,
      "ece": 0.09454844221472741
    },
    "noul": {
      "n": 600,
      "accuracy": 0.8266666666666667,
      "ece": 0.07666520804166793
    },
    "score": {
      "n": 800,
      "accuracy": 0.675,
      "ece": 0.14437313050031664
    }
  },
  "temperatures": {
    "choice": 1.2249749898910522,
    "noul": 1.3188161849975586,
    "score": 1.3833255767822266
  },
  "validation": {
    "n": 300,
    "accuracy": 0.74,
    "ece": 0.1383799741665522,
    "brier": 0.38873958587646484,
    "nll": 0.6865395903587341,
    "per_kind": {
      "choice": {
        "n": 90,
        "accuracy": 0.7555555555555555,
        "ece": 0.20956675708293912
      },
      "noul": {
        "n": 90,
        "accuracy": 0.8888888888888888,
        "ece": 0.1182247890366448
      },
      "score": {
        "n": 120,
        "accuracy": 0.6166666666666667,
        "ece": 0.10029492701093357
      }
    }
  },
  "best_val_accuracy": 0.74
}