Baraldi, Jonathan

A Quantitative Framework for Measuring Knowledge Structure and Fine-Tuning Efficacy in Large Language Models

2025 · Zenodo (CERN European Organization for Nuclear Research)

The process of fine-tuning large language models (LLMs) to instill specific domain expertise is often treated as an art, lacking a rigorous, quantitative framework for diagnosing the quality of the resulting knowledge structure. This paper …