withinmiaov / A-Survey-on-Mixture-of-Experts-in-LLMsLinks
[TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".
☆471Updated 5 months ago
Alternatives and similar repositories for A-Survey-on-Mixture-of-Experts-in-LLMs
Users that are interested in A-Survey-on-Mixture-of-Experts-in-LLMs are comparing it to the libraries listed below
Sorting:
- Survey Paper List - Efficient LLM and Foundation Models☆259Updated last year
- [TMLR 2025] Efficient Reasoning Models: A Survey☆285Updated last month
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆142Updated 4 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆711Updated 2 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆234Updated last year
- Paper list for Efficient Reasoning.☆776Updated this week
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆152Updated 5 months ago
- A collection of AWESOME things about mixture-of-experts☆1,246Updated last year
- Awesome list for LLM pruning.☆279Updated 2 months ago
- TransMLA: Multi-Head Latent Attention Is All You Need (NeurIPS 2025 Spotlight)☆419Updated 3 months ago
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆152Updated 9 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆64Updated 7 months ago
- A curated reading list of research in Mixture-of-Experts(MoE).☆654Updated last year
- Official implementation of "Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding"☆758Updated last month
- Paper List of Inference/Test Time Scaling/Computing☆335Updated 4 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆321Updated 2 months ago
- Awesome-Low-Rank-Adaptation☆124Updated last year
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆200Updated last year
- Efficient Multimodal Large Language Models: A Survey☆380Updated 7 months ago
- Efficient Mixture of Experts for LLM Paper List☆153Updated 3 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated 3 weeks ago
- Awesome list for LLM quantization☆371Updated 2 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆391Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆627Updated 2 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆627Updated this week
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆404Updated 9 months ago
- [Preprint] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.☆513Updated last month
- ☆216Updated last month
- ☆243Updated last year
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆120Updated 5 months ago