FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning

10 March 2024

Papers citing "FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning"

3 / 3 papers shown

Title
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 149 0 0 30 Sep 2024
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models Rui Ye Jingyi Chai Xiangrui Liu Yaodong Yang Yanfeng Wang Siheng Chen AAML 58 8 0 15 Jun 2024
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models Guangyi Liu Rui Ge Xinyu Zhu Jingyi Chai Yaxin Du Yang Liu Yanfeng Wang Siheng Chen FedML 41 14 0 07 Jun 2024