A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
☆860Sep 13, 2023Updated 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:
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,246Apr 19, 2024Updated 2 years ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆385Jun 17, 2024Updated 2 years ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆347Apr 2, 2025Updated last year
- A collection of AWESOME things about mixture-of-experts☆1,280Dec 8, 2024Updated last year
- A fast MoE impl for PyTorch☆1,855Feb 10, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆724Jun 6, 2026Updated last week
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆993Jun 4, 2026Updated last week
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆122Oct 17, 2024Updated last year
- A curated reading list of research in Mixture-of-Experts(MoE).☆667Oct 30, 2024Updated last year
- Code for "DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets", accepted at Neurips 2023 (Main confer…☆28Mar 29, 2024Updated 2 years ago
- PyTorch implementation of moe, which stands for mixture of experts☆53Feb 11, 2021Updated 5 years ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,687Mar 8, 2024Updated 2 years ago
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆35Dec 12, 2023Updated 2 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆838May 5, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,003Dec 6, 2024Updated last year
- This package implements THOR: Transformer with Stochastic Experts.☆64Oct 7, 2021Updated 4 years ago
- Implementation of the "the first large-scale multimodal mixture of experts models." from the paper: "Multimodal Contrastive Learning with…☆37May 12, 2026Updated last month
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆126Nov 13, 2020Updated 5 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 2 years ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,189Nov 27, 2024Updated last year
- [NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue …☆136Nov 30, 2022Updated 3 years ago
- PyTorch implementation of LIMoE☆52Apr 1, 2024Updated 2 years ago
- ☆276Oct 31, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,893Jun 8, 2026Updated last week
- PyTorch extensions for high performance and large scale training.☆3,408Apr 26, 2025Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆824Nov 9, 2022Updated 3 years ago
- Fast and memory-efficient exact attention☆24,111Updated this week
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆92Dec 22, 2023Updated 2 years ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆812Jan 30, 2026Updated 4 months ago
- Ongoing research training transformer models at scale☆16,687Updated this week
- Transformer related optimization, including BERT, GPT☆6,421Mar 27, 2024Updated 2 years ago
- ☆92Apr 2, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆145Jul 21, 2024Updated last year
- Mamba SSM architecture☆18,429Jun 9, 2026Updated last week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,507May 31, 2026Updated 2 weeks ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆391Jul 18, 2023Updated 2 years ago
- Fully featured implementation of Routing Transformer☆301Nov 6, 2021Updated 4 years ago
- [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
- Vector (and Scalar) Quantization, in Pytorch☆3,962Jun 5, 2026Updated last week