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SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget

Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu

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Abstract

Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.

Topics & Concepts

Computer scienceOff the shelfSoftware engineeringNatural Language Processing TechniquesTopic Modeling
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget | Litcius