Efficient Mixture of Experts for LLM Paper List
☆188Jun 16, 2026Updated last month
Alternatives and similar repositories for Awesome-Efficient-MoE
Users that are interested in Awesome-Efficient-MoE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#☆76Feb 12, 2025Updated last year
- Curated collection of papers in MoE model inference☆416Mar 12, 2026Updated 5 months ago
- ☆32Jul 2, 2025Updated last year
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆31Jun 30, 2025Updated last year
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- ☆139Jun 6, 2025Updated last year
- [ICML 2025] Retraining-Free Merging of Sparse MoE via Hierarchical Clustering☆25Oct 26, 2025Updated 9 months ago
- ☆37Aug 7, 2025Updated last year
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆16Feb 4, 2025Updated last year
- Muon in Int8 Precision Made Possible☆20Jun 18, 2026Updated last month
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆506Jun 7, 2026Updated 2 months ago
- (ICLR 2026) Unveiling Super Experts in Mixture-of-Experts Large Language Models☆44Sep 25, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An experimental communicating attention kernel based on DeepEP.☆34Jul 29, 2025Updated last year
- ☆20Sep 28, 2024Updated last year
- ☆24Jun 10, 2026Updated 2 months ago
- Awesome list for LLM quantization☆438Apr 20, 2026Updated 3 months ago
- This repository provides an improved LLamaGen Model, fine-tuned on 500,000 high-quality images, each accompanied by over 300 token prompt…☆30Oct 21, 2024Updated last year
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 4 months ago
- NCU-driven iterative optimization workflow for CUDA/CUTLASS/Triton/CuTe DSL kernels.☆24Apr 10, 2026Updated 4 months ago
- ☆23Nov 26, 2024Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆140Jun 12, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆281Jul 6, 2025Updated last year
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆118Dec 15, 2025Updated 7 months ago
- Ongoing research training transformer models at scale☆19Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,450Jul 26, 2026Updated 2 weeks ago
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆117Aug 4, 2026Updated last week
- A curated list for Efficient Large Language Models☆2,032Jun 17, 2025Updated last year
- Inference Code for Paper "Harder Tasks Need More Experts: Dynamic Routing in MoE Models"☆74Jul 30, 2024Updated 2 years ago
- Some funny cute/cuteDSL code snippets☆33Mar 2, 2026Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Github repo for ICLR-2025 paper, Fine-tuning Large Language Models with Sparse Matrices☆26Feb 2, 2026Updated 6 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆96May 14, 2026Updated 2 months ago
- ☆40Dec 14, 2025Updated 7 months ago
- Automated CUDA kernel performance diagnostics from NVIDIA Nsight Compute (NCU) CSV exports.☆35Mar 18, 2026Updated 4 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆70Mar 25, 2025Updated last year
- Post-Trained MoE Can Skip Half Experts via Self-Distillation☆39May 19, 2026Updated 2 months ago
- Awesome list for LLM pruning.☆299Oct 11, 2025Updated 10 months ago