Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models

Item #:

079017-2078

Details

DOI: https://doi.org/10.52202/079017-2078
Author(s): Pin-Yu Chen, Chia-Yi Hsu, Chun-Ying Huang, Chih-Hsun Lin, Yu-Lin Tsai, Chia-Mu Yu
Pages: 65072-65094 (23 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/10.52202/079017-2078
Author(s): Pin-Yu Chen, Chia-Yi Hsu, Chun-Ying Huang, Chih-Hsun Lin, Yu-Lin Tsai, Chia-Mu Yu
Pages: 65072-65094 (23 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)