Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP

Lihong Zhang, Yue Li

Federated learning (FL) enables collaborative model training across organizations without sharing raw data, addressing crucial privacy concerns in healthcare natural language proce…