Joshua Kravitz
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{
"task": {
"id": "fefe_phylogeny",
"display_name": "FeFeHydrogenase Phylogeny",
"description": "Evaluate on FeFeHydrogenase phylogeny distance correlation task.",
"modality": "protein",
"type": "eds",
"datasets": [
{
"path": "tattabio/fefe_phylogeny_sequences",
"revision": "bce06d79d9ce58413e7bcbed6943905d1afb8b26"
},
{
"path": "tattabio/fefe_phylogeny_distances",
"revision": "d6357cee9b4071a8dcdeef54083006f0d5e94fd2"
}
],
"primary_metric_id": "top_corr"
},
"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": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.46213607103563425
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.5621218764061721
},
{
"id": "euclidean",
"display_name": "euclidean",
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"value": 0.5442663405841599
},
{
"id": "top_corr",
"display_name": "top_corr",
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"value": 0.5621218764061721
}
]
},
{
"layer_number": 11,
"layer_display_name": "11",
"metrics": [
{
"id": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.1524486344353939
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.5194125891005561
},
{
"id": "euclidean",
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"value": 0.48868066660269227
},
{
"id": "top_corr",
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"value": 0.5194125891005561
}
]
}
]
}