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/nucleotide-transformer-2.5b-multi-species
/rpob_arch_dna_phylogeny.json
{ | |
"task": { | |
"id": "rpob_arch_dna_phylogeny", | |
"display_name": "RpoB Archaeal Phylogeny", | |
"description": "Evaluate on RpoB phylogeny distance correlation task for Archaeal DNA sequences.", | |
"modality": "dna", | |
"type": "eds", | |
"datasets": [ | |
{ | |
"path": "tattabio/rpob_arch_dna_phylogeny_sequences", | |
"revision": "4453552a0e1021fee8697c71a559f4d3f6da2408" | |
}, | |
{ | |
"path": "tattabio/rpob_arch_dna_phylogeny_distances", | |
"revision": "51df97684a927ec2203568e80175ef26a62db039" | |
} | |
], | |
"primary_metric_id": "top_corr" | |
}, | |
"model": { | |
"hf_name": "InstaDeepAI/nucleotide-transformer-2.5b-multi-species", | |
"revision": "...", | |
"num_layers": 32, | |
"num_params": 2547801226, | |
"embed_dim": 2560 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 16, | |
"layer_display_name": "16", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.1442196721280385 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.18351276436060954 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.16445811077836048 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.18351276436060954 | |
} | |
] | |
}, | |
{ | |
"layer_number": 31, | |
"layer_display_name": "31", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
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"description": null, | |
"value": 0.12286910318887798 | |
}, | |
{ | |
"id": "manhattan", | |
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"value": 0.15401143244304646 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.15002628314647487 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.15401143244304646 | |
} | |
] | |
} | |
] | |
} | |