PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression

Item #:

079017-0165

Details

DOI: https://doi.org/10.52202/079017-0165
Author(s): Dan Alistarh, Konstantin Burlachenko, Ivan Ilin, Denis Kuznedelev, Vladimir Malinovskii, Denis Mazur, Peter Richtarik, Kai Yi
Pages: 5074-5121 (48 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/10.52202/079017-0165
Author(s): Dan Alistarh, Konstantin Burlachenko, Ivan Ilin, Denis Kuznedelev, Vladimir Malinovskii, Denis Mazur, Peter Richtarik, Kai Yi
Pages: 5074-5121 (48 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)