Prompt Public Large Language Models to Synthesize Data for Private On-device Applications

Shanshan Wu, Zheng Xu, Yanxiang Zhang +2

Pre-training on public data is an effective method to improve the performance for federated learning (FL) with differential privacy (DP). This paper investigates how large language…