Application and technology of an open source AI large language model in the medical field

Abstract

To explore the application prospects of an open source artificial intelligence (AI) large language model (LLM) in the medical field, we conducted an analysis from multiple dimensions, including the introduction of LLM, the classification of model types, and the status quo of the open source ecosystem development. The development of an open source LLM is currently in the rapid expansion phase, and there are many types of models and related tools. After analyzing the advantages and disadvantages of the models, we expounded feasible technical solutions for the application of an LLM in the medical field and made corresponding predictions. At present, LLMs in the medical field are still in the early stages, and there are still many problems related to ethics, technology, legal issues, and medical use.