DataFunTalk

Jul 4, 2025 · Artificial Intelligence

How to Edit Large Language Models: Techniques, Metrics, and Challenges

This article explains model editing—injecting or updating knowledge in AI models—distinguishes it from post‑training, outlines reliability, generalization and locality metrics, and surveys both parameter‑free (e.g., IKE) and parameter‑based methods such as ROME, hypernetworks, and MEND, highlighting practical challenges.