EfficientXpert: Efficient Domain Adaptation for Large Language Models via Propagation-Aware Pruning

Songlin Zhao, Michael Pitts, Zhuwei Qin

Large language models (LLMs) are increasingly adapted into domain-specific variants for applications in law, healthcare, and finance. Their scale, however, limits deployment in res…