SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining

Item #:

079017-3755

Details

DOI: https://doi.org/10.52202/079017-3755
Author(s): Andi Han, Mingyi Hong, Wei Huang, Pratik Jawanpuria, Jiaxiang Li, Bamdev Mishra, Akiko Takeda
Pages: 118267-118295 (29 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/10.52202/079017-3755
Author(s): Andi Han, Mingyi Hong, Wei Huang, Pratik Jawanpuria, Jiaxiang Li, Bamdev Mishra, Akiko Takeda
Pages: 118267-118295 (29 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)