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URL: http://github.com/UNITES-Lab

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@UNITES-Lab

UNITES Lab

University of North Carolina, AI Trustworthiness, Efficiency, and for Science Group

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  1. MC-SMoE MC-SMoE Public

    [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"

    Python 103 12

  2. Flex-MoE Flex-MoE Public

    [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"

    Python 70 10

  3. Mew Mew Public

    [ECCV 2024] Code for the paper "Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network"

    Python 17

  4. C2R-MoE C2R-MoE Public

    [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design"

    Python 14

  5. Lingual-SMoE Lingual-SMoE Public

    [ICLR 2024] Code for the paper "Sparse MoE with Language-Guided Routing for Multilingual Machine Translation"

    Python 8 2

  6. MoE-RBench MoE-RBench Public

    [ICML 2024] Code for the paper "MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts"

    Python 10 1

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