Data Quality Control in Federated Instruction-tuning of Large Language Models

Yaxin Du, Rui Ye, Fengting Yuchi +4

Federated Learning (FL) enables privacy-preserving collaborative instruction tuning of large language models (LLMs) by leveraging massively distributed data. However, the decentral…