General purpose Large Language Models (LLM) such as the Generative Pretrained
Transformer (GPT) and Large Language Model Meta AI (LLaMA) have attracted much
attention in recent years. There is strong evidence that these models can
perform remarkably well in various natural language processing tasks. However,
how to leverage them to approach domain-specific u
PharmGPT is a suite of multilingual LLMs specifically trained on a comprehensive corpus tailored to the Bio-Pharmaceutical and Chemical sectors, demonstrating exceptional capability in domain-specific tasks, addressing the existing gap in specialized language modeling, and paving the way for more effective applications of NLP in specialized domains.