codecaution / Awesome-Mixture-of-Experts-PapersLinks
A curated reading list of research in Mixture-of-Experts(MoE).
☆628Updated 7 months ago
Alternatives and similar repositories for Awesome-Mixture-of-Experts-Papers
Users that are interested in Awesome-Mixture-of-Experts-Papers are comparing it to the libraries listed below
Sorting:
- A collection of AWESOME things about mixture-of-experts☆1,138Updated 5 months ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support DeepSeek FP8/FP4☆829Updated this week
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆762Updated last year
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,161Updated 2 months ago
- The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆365Updated 2 months ago
- A fast MoE impl for PyTorch☆1,734Updated 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☆1,111Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆327Updated 2 years ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆964Updated 6 months ago
- Awesome list for LLM pruning.☆230Updated 5 months ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆529Updated 3 years ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆337Updated 11 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆763Updated this week
- ☆640Updated 2 weeks ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆413Updated 2 weeks ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,014Updated 7 months ago
- Survey Paper List - Efficient LLM and Foundation Models☆248Updated 8 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆263Updated 10 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆612Updated last year
- A curated list for Efficient Large Language Models☆1,694Updated last month
- Large Context Attention☆714Updated 4 months ago
- Paper List for In-context Learning 🌷☆854Updated 7 months ago
- Ring attention implementation with flash attention☆774Updated 2 weeks ago
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆284Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆453Updated 7 months ago
- ☆322Updated last year
- A simple and effective LLM pruning approach.☆756Updated 9 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆448Updated 10 months ago
- The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer…☆801Updated 11 months ago
- awesome papers in LLM interpretability☆478Updated last week