Thomas Walton

SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding

Autoregressive models have transformed protein engineering by enabling the generation of novel protein sequences beyond those found in nature. However, their sequential inference introduces significant latency, limiting their utility in high-throughput protein screening. Speculative decoding acceler…