File size: 2,226 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
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
{
  "task": {
    "id": "bac_16S_phylogeny",
    "display_name": "16S Bacterial Phylogeny",
    "description": "Evaluate on 16S Bacterial phylogeny distance correlation task.",
    "modality": "dna",
    "type": "eds",
    "datasets": [
      {
        "path": "tattabio/bac_16S_sequences",
        "revision": "efde1456b86748909cbcfecb07d783756d570aa3"
      },
      {
        "path": "tattabio/bac_16S_distances",
        "revision": "5c8ba5dfa600bb930d34af2fbc2b17f0acab62d3"
      }
    ],
    "primary_metric_id": "top_corr"
  },
  "model": {
    "hf_name": "InstaDeepAI/nucleotide-transformer-v2-250m-multi-species",
    "revision": "...",
    "num_layers": 24,
    "num_params": 235120780,
    "embed_dim": 768
  },
  "dgeb_version": "0.0.0",
  "results": [
    {
      "layer_number": 12,
      "layer_display_name": "12",
      "metrics": [
        {
          "id": "cos_sim",
          "display_name": "cos_sim",
          "description": null,
          "value": 0.24014165203750024
        },
        {
          "id": "manhattan",
          "display_name": "manhattan",
          "description": null,
          "value": 0.28990471689345415
        },
        {
          "id": "euclidean",
          "display_name": "euclidean",
          "description": null,
          "value": 0.2909216542477827
        },
        {
          "id": "top_corr",
          "display_name": "top_corr",
          "description": null,
          "value": 0.2909216542477827
        }
      ]
    },
    {
      "layer_number": 23,
      "layer_display_name": "23",
      "metrics": [
        {
          "id": "cos_sim",
          "display_name": "cos_sim",
          "description": null,
          "value": 0.0408624668440742
        },
        {
          "id": "manhattan",
          "display_name": "manhattan",
          "description": null,
          "value": 0.09721819145306612
        },
        {
          "id": "euclidean",
          "display_name": "euclidean",
          "description": null,
          "value": 0.09461311593137267
        },
        {
          "id": "top_corr",
          "display_name": "top_corr",
          "description": null,
          "value": 0.09721819145306612
        }
      ]
    }
  ]
}