XueFuzhao / awesome-mixture-of-expertsLinks
A collection of AWESOME things about mixture-of-experts
☆1,202Updated 9 months ago
Alternatives and similar repositories for awesome-mixture-of-experts
Users that are interested in awesome-mixture-of-experts are comparing it to the libraries listed below
Sorting:
- A curated reading list of research in Mixture-of-Experts(MoE).☆642Updated 10 months ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,214Updated 2 months ago
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆418Updated last month
- A curated list for Efficient Large Language Models☆1,860Updated 3 months ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,164Updated last year
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆808Updated 2 years ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆987Updated 9 months ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,712Updated last week
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,167Updated 6 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆932Updated last week
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆525Updated last week
- Awesome LLM compression research papers and tools.☆1,658Updated 2 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,589Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆350Updated 2 years ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆913Updated this week
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆622Updated 3 months ago
- A fast MoE impl for PyTorch☆1,782Updated 7 months ago
- Paper List for In-context Learning 🌷☆862Updated 11 months ago
- Survey Paper List - Efficient LLM and Foundation Models☆257Updated 11 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆600Updated 3 weeks ago
- Fast inference from large lauguage models via speculative decoding☆815Updated last year
- Paper list for Efficient Reasoning.☆654Updated last week
- Collection of papers on state-space models☆599Updated last week
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,059Updated 11 months ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,201Updated last year
- awesome papers in LLM interpretability☆553Updated 3 weeks ago
- O1 Replication Journey☆1,997Updated 8 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆446Updated 4 months ago
- The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer…☆866Updated last year
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆663Updated 7 months ago