SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Item #:

079017-1311

Details

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