Design and Implementation of LoRA-Based College Entrance Examination and Related Information System

Abstract

This research primarily focused on the development of an LLM response system tailored for university information, leveraging the capabilities and efficiencies of the LoRA technique. LoRA presents a methodology for efficiently fine-tuning large language models for specific tasks, and its effectiveness and efficiency were substantiated through this study. Consequently, a high-accuracy university information response system was established even under constrained resources. Especially with the utilization of LoRA