PPFedIT: Towards Privacy-Preserving Federated Instruction Tuning with Few-shot Local Examples

Zhuo Zhang, Jingyuan Zhang, Jintao Huang +7

Instruction tuning aligns large language models (LLMs) with human intentions but requires diverse, high-quality data that are difficult to collect in privacy-sensitive domains. Fed…