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

arXiv:2403.06131v3 Announce Type: replace-cross Abstract: 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. Federated instruction tun