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Importance of higher-order epistasis in large protein sequence-function relationships

Published
Sep 24, 2024

Importance of higher-order epistasis in large protein sequence-function relationships is an AI model developed by University of Florida (United States), first published in September 2024. It works in the biology domain, on tasks such as protein function prediction.

Epoch AI has no training-compute estimate for this model. It was trained on roughly 165.4K datapoints. Training ran on 1 NVIDIA A100.

Epoch AI rates the confidence of this record as confident.

Full record
Organization
University of Florida
Country of organization
United States
Domain
Biology
Task
Protein function prediction
Dataset size
165.4K
Training hardware
NVIDIA A100
Chips used
1
Training power draw
433 W
Epoch confidence
Confident
SourceEpoch AI, 'AI Models'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/ai-models. Licensed under CC BY 4.0.
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