AutoAdapt: Automated domain adaptation for large language models

AutoAdapt is an automated framework designed to expedite the adaptation of large language models in specialized fields. This new system enables the automatic planning and selection of adaptation strategies, significantly reducing the time and costs associated with manual adaptation processes. AutoAdapt relies on an organized graph that outlines all adaptation steps, ensuring reliable and swift results. In sensitive areas such as law and medicine, the adaptation process requires quick and dependable responses, as errors can lead to severe consequences.