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1. bigdata-ustc/EduNLP bigdata-ustc/EduNLP Public

   A library for advanced Natural Language Processing towards multi-modal educational items.

   Python 57 18

2. UNITES-Lab/MC-SMoE UNITES-Lab/MC-SMoE Public

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

   Python 89 11

3. ZO-Bench/ZO-LLM ZO-Bench/ZO-LLM Public

   [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".

   Python 109 14

4. UNITES-Lab/MoE-Quantization UNITES-Lab/MoE-Quantization Public

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

   Python 21 2

5. UNITES-Lab/C2R-MoE UNITES-Lab/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 10

6. UNITES-Lab/Occult UNITES-Lab/Occult Public

   [ICML 2025] Official code for paper "Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference"

   Python 7