File size: 1,383 Bytes
e284167
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "task": {
    "id": "ec_classification",
    "display_name": "EC Classification",
    "description": "Evaluate on Enzyme Commission number classification task.",
    "modality": "protein",
    "type": "classification",
    "datasets": [
      {
        "path": "tattabio/ec_classification",
        "revision": "ead5570168e6969a5149f6861e8a33d6b5d22498"
      }
    ],
    "primary_metric_id": "f1"
  },
  "model": {
    "hf_name": "facebook/esm2_t12_35M_UR50D",
    "revision": "...",
    "num_layers": 12,
    "num_params": 33992881,
    "embed_dim": 480
  },
  "dgeb_version": "0.0.0",
  "results": [
    {
      "layer_number": 6,
      "layer_display_name": "6",
      "metrics": [
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.6015625
        },
        {
          "id": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.55390625
        }
      ]
    },
    {
      "layer_number": 11,
      "layer_display_name": "11",
      "metrics": [
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.5546875
        },
        {
          "id": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.5096354166666667
        }
      ]
    }
  ]
}