PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
☆1,257Apr 19, 2024Updated 2 years ago
Alternatives and similar repositories for mixture-of-experts
Users that are interested in mixture-of-experts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆877Sep 13, 2023Updated 3 years ago
- A fast MoE impl for PyTorch☆1,859Feb 10, 2025Updated last year
- A collection of AWESOME things about mixture-of-experts☆1,287Dec 8, 2024Updated last year
- ☆728Oct 28, 2026Updated last week
- A curated reading list of research in Mixture-of-Experts(MoE).☆672Oct 30, 2024Updated 2 years 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.
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GLM/Kimi/Gpt/DeepSeek/Qwen using FP8/NVFP4/MXFP4☆1,028Updated this week
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆390Jun 17, 2024Updated 2 years ago
- This package implements THOR: Transformer with Stochastic Experts.☆64Oct 7, 2021Updated 5 years ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆349Apr 2, 2025Updated last year
- GMoE could be the next backbone model for many kinds of generalization task.☆274Mar 21, 2023Updated 3 years ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,703Mar 8, 2024Updated 2 years ago
- [NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue …☆138Nov 30, 2022Updated 3 years ago
- PyTorch implementation of LIMoE☆52Apr 1, 2024Updated 2 years ago
- Implementation of Switch Transformers from the paper: "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficien…☆148Oct 26, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 【TMM 2025🔥】 Mixture-of-Experts for Large Vision-Language Models☆2,321Jul 15, 2025Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Feb 28, 2023Updated 3 years ago
- A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)☆737Mar 25, 2023Updated 3 years ago
- [ICCV23] Robust Mixture-of-Expert Training for Convolutional Neural Networks by Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Hua…☆69Aug 27, 2023Updated 3 years ago
- ☆1,600Mar 25, 2026Updated 7 months ago
- ☆146Jul 21, 2024Updated 2 years ago
- ☆92Apr 2, 2022Updated 4 years ago
- Fast and memory-efficient exact attention☆25,256Updated this week
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆114May 2, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆512Aug 18, 2026Updated 2 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,877Updated this week
- Implementation of AAAI 2022 Paper: Go wider instead of deeper☆32Oct 27, 2022Updated 4 years ago
- Train transformer language models with reinforcement learning.☆19,684Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,240Sep 21, 2026Updated last month
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,005Dec 6, 2024Updated last year
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆2,001Jan 16, 2024Updated 2 years ago
- ☆96Apr 3, 2023Updated 3 years ago
- Mamba SSM architecture☆18,979Jul 22, 2026Updated 3 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Ongoing research training transformer models at scale☆18,346Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,910Dec 17, 2024Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,308Updated this week
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,833Apr 26, 2026Updated 6 months ago
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆37Dec 12, 2023Updated 2 years ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,560Updated this week
- Transformer related optimization, including BERT, GPT☆6,459Mar 27, 2024Updated 2 years ago