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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 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"

    Python 64 9

  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 12 1

  3. Lingual-SMoE Lingual-SMoE Public

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

    Python 8

  4. MoE-RBench MoE-RBench Public

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

    Python 7

  5. Mew Mew Public

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

    Python 9

Repositories

Showing 10 of 11 repositories
  • HEXA-MoE Public

    Official code for the paper "HEXA-MoE: Efficient and Heterogeneous-aware MoE Acceleration with zero computation redundancy"

    UNITES-Lab/HEXA-MoE’s past year of commit activity
    Python 2 0 0 0 Updated Nov 1, 2024
  • Flex-MoE Public

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

    UNITES-Lab/Flex-MoE’s past year of commit activity
    Python 12 1 1 0 Updated Oct 31, 2024
  • glider Public

    Official code for the paper "Glider: Global and Local Instruction-Driven Expert Router"

    UNITES-Lab/glider’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Oct 19, 2024
  • Mew Public

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

    UNITES-Lab/Mew’s past year of commit activity
    Python 9 0 0 0 Updated Jul 27, 2024
  • MoE-RBench Public

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

    UNITES-Lab/MoE-RBench’s past year of commit activity
    Python 7 MIT 0 0 0 Updated Jul 1, 2024
  • q-newton Public

    Official code for the paper "Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent"

    UNITES-Lab/q-newton’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Jun 27, 2024
  • moe-quantization Public

    Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"

    UNITES-Lab/moe-quantization’s past year of commit activity
    Python 8 MIT 2 0 0 Updated Jun 26, 2024
  • MC-SMoE Public

    [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"

    UNITES-Lab/MC-SMoE’s past year of commit activity
    Python 64 MIT 9 0 0 Updated Jun 6, 2024
  • Lingual-SMoE Public

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

    UNITES-Lab/Lingual-SMoE’s past year of commit activity
    Python 8 MIT 0 0 0 Updated May 12, 2024
  • VPNs Public

    Codes for "Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective"

    UNITES-Lab/VPNs’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Dec 5, 2023
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