Spaces:
Running
Running
File size: 2,227 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-v2-500m-multi-species",
"revision": "...",
"num_layers": 29,
"num_params": 498345436,
"embed_dim": 1024
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 14,
"layer_display_name": "14",
"metrics": [
{
"id": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.28755176441767716
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.2901315012697327
},
{
"id": "euclidean",
"display_name": "euclidean",
"description": null,
"value": 0.29875580881828134
},
{
"id": "top_corr",
"display_name": "top_corr",
"description": null,
"value": 0.29875580881828134
}
]
},
{
"layer_number": 28,
"layer_display_name": "28",
"metrics": [
{
"id": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.2625695435176704
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.2961089715220018
},
{
"id": "euclidean",
"display_name": "euclidean",
"description": null,
"value": 0.29903750149292324
},
{
"id": "top_corr",
"display_name": "top_corr",
"description": null,
"value": 0.29903750149292324
}
]
}
]
}
|