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{ | |
"task": { | |
"id": "rpob_bac_phylogeny", | |
"display_name": "RpoB Bacterial Phylogeny", | |
"description": "Evaluate on RpoB phylogeny distance correlation task for Bacterial sequences.", | |
"modality": "protein", | |
"type": "eds", | |
"datasets": [ | |
{ | |
"path": "tattabio/rpob_bac_phylogeny_sequences", | |
"revision": "b833ef8d8d873ea5387540562873f41d073d3e03" | |
}, | |
{ | |
"path": "tattabio/rpob_bac_phylogeny_distances", | |
"revision": "0594e1501ac9fd0e3de49257b8ec318c2a0ea6f7" | |
} | |
], | |
"primary_metric_id": "top_corr" | |
}, | |
"model": { | |
"hf_name": "facebook/esm2_t36_3B_UR50D", | |
"revision": "...", | |
"num_layers": 36, | |
"num_params": 2841627041, | |
"embed_dim": 2560 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 18, | |
"layer_display_name": "18", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.06958717767819357 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.1566146955803603 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.19202284530665048 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.19202284530665048 | |
} | |
] | |
}, | |
{ | |
"layer_number": 35, | |
"layer_display_name": "35", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.19060675364434318 | |
}, | |
{ | |
"id": "manhattan", | |
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"description": null, | |
"value": 0.25577724644638433 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.2587461756509838 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.2587461756509838 | |
} | |
] | |
} | |
] | |
} | |