EvSpark: Lossless Speculative Decoding for Hybrid DNA Foundation Models
Hao Ding, Wanchun Nie, Yuxi Zhang, Nannan Wu, Tianyi Qiu
EvSpark improves decoding speed for hybrid DNA models by speculative decoding with parallel verification, achieving significant speedups across real and synthetic prompts.
bioRxiv · Oct 11, 2026 · PreprintBioinformatics