FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations

Item #:

079017-0708

Details

DOI: https://doi.org/10.52202/079017-0708
Author(s): Yexiao He, Ang Li, Lingjuan Lyu, Zheyu Shen, Guoheng Sun, Hongyi Wang, Ziyao Wang
Pages: 22513-22533 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0708
Author(s): Yexiao He, Ang Li, Lingjuan Lyu, Zheyu Shen, Guoheng Sun, Hongyi Wang, Ziyao Wang
Pages: 22513-22533 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)