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@CASE-Lab-UMD

CASE Lab@UMD

CASE (Collaborative, Automated, Scalable, and Efficient Intelligence) Lab is an active research group at University of Maryland College Park.

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  1. LLM-Drop LLM-Drop Public

    The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".

    Python 153 17

  2. Unified-MoE-Compression Unified-MoE-Compression Public

    The official implementation of the paper "Demystifying the Compression of Mixture-of-Experts Through a Unified Framework".

    Python 49 5

  3. Router-Tuning-Mixture-of-Depths Router-Tuning-Mixture-of-Depths Public

    The open-source Mixture of Depths code and the official implementation of the paper "Router-Tuning: A Simple and Effective Approach for Enabling Dynamic Depth in Transformers."

    Python 8 2

  4. FLoRA FLoRA Public

    Python 5 1

  5. SHED-Shapley-Based-Automated-Dataset-Refinement SHED-Shapley-Based-Automated-Dataset-Refinement Public

    Forked from Lucidreamer9/SHED-Shapley-Based-Automated-Dataset-Refinement

    Python

Repositories

Showing 5 of 5 repositories
  • LLM-Drop Public

    The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".

    CASE-Lab-UMD/LLM-Drop’s past year of commit activity
    Python 153 Apache-2.0 17 0 0 Updated Dec 3, 2024
  • Router-Tuning-Mixture-of-Depths Public

    The open-source Mixture of Depths code and the official implementation of the paper "Router-Tuning: A Simple and Effective Approach for Enabling Dynamic Depth in Transformers."

    CASE-Lab-UMD/Router-Tuning-Mixture-of-Depths’s past year of commit activity
    Python 8 2 0 0 Updated Nov 25, 2024
  • CASE-Lab-UMD/SHED-Shapley-Based-Automated-Dataset-Refinement’s past year of commit activity
    Python 0 2 0 0 Updated Nov 19, 2024
  • Unified-MoE-Compression Public

    The official implementation of the paper "Demystifying the Compression of Mixture-of-Experts Through a Unified Framework".

    CASE-Lab-UMD/Unified-MoE-Compression’s past year of commit activity
    Python 49 Apache-2.0 5 0 0 Updated Oct 24, 2024
  • FLoRA Public
    CASE-Lab-UMD/FLoRA’s past year of commit activity
    Python 5 1 0 0 Updated Oct 21, 2024

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