SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Item #:

079017-1311

Details

DOI: https://doi.org/10.52202/079017-1311
Author(s): Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi
Pages: 41425-41446 (22 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/10.52202/079017-1311
Author(s): Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi
Pages: 41425-41446 (22 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)