MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling

Item #:

085713-2695

Details

DOI: https://doi.org/10.52202/085713-2695
Author(s): Yuxi Liu, Renjia Deng, Yutong He, xue wang, Tao Yao, Kun Yuan
Pages: 89427-89479 (53 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-2695
Author(s): Yuxi Liu, Renjia Deng, Yutong He, xue wang, Tao Yao, Kun Yuan
Pages: 89427-89479 (53 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)