With the development of the large language models (LLM), some studies have introduced these models into the field of drug discovery. By using pre-training and fine-tuning methods, they have demonstrated the ability to rapidly create new molecules . Therefore, using Large Language Model for TRPV4 inhibitors design is a meaningful and promising topic, and there is currently limited research in this specific domain.