LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Item #:

079017-1817

Details

DOI: https://doi.org/10.52202/079017-1817
Author(s): Shizhe Diao, Chi Han, Xiang Liu, Rui Pan, Renjie Pi, Jipeng Zhang, Tong Zhang
Pages: 57018-57049 (32 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/10.52202/079017-1817
Author(s): Shizhe Diao, Chi Han, Xiang Liu, Rui Pan, Renjie Pi, Jipeng Zhang, Tong Zhang
Pages: 57018-57049 (32 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)