DGEB / leaderboard /submissions /evo-1-8k-base /ec_dna_classification.json
Joshua Kravitz
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{
"task": {
"id": "ec_dna_classification",
"display_name": "EC Classification",
"description": "Evaluate on Enzyme Commission number classification task using DNA sequences.",
"modality": "dna",
"type": "classification",
"datasets": [
{
"path": "tattabio/ec_classification_dna",
"revision": "cd61c74b4930cf9f1963e6d73ff7f14e2c8e74dd"
}
],
"primary_metric_id": "f1"
},
"model": {
"hf_name": "togethercomputer/evo-1-8k-base",
"revision": "...",
"num_layers": 32,
"num_params": 6452781056,
"embed_dim": 4096
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 16,
"layer_display_name": "16",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.015625
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.01171875
}
]
},
{
"layer_number": 31,
"layer_display_name": "31",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.0234375
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.0077008928571428575
}
]
}
]
}