Ya-Pin Shi

InstructPLM-mu: protein fitness prediction from structure instructions

Abstract Multimodal protein language models (PLMs) deliver strong performance on mutation-effect prediction, but training such models from scratch demands substantial computational resources. In this paper, we propose a fine-tuning framework called InstructPLM-mu and investigate the question: Can a pretrained sequence-...