Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
☆2,969Mar 8, 2024Updated 2 years ago
Alternatives and similar repositories for mamba-minimal
Users that are interested in mamba-minimal 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 simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,484May 3, 2026Updated 6 months ago
- Mamba SSM architecture☆18,979Jul 22, 2026Updated 3 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,914Feb 13, 2025Updated last year
- Annotated version of the Mamba paper☆504Feb 27, 2024Updated 2 years ago
- Structured state space sequence models☆2,933Jul 17, 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.
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆942Mar 3, 2024Updated 2 years ago
- Awesome Papers related to Mamba.☆1,402Oct 17, 2024Updated 2 years ago
- VMamba: Visual State Space Models，code is based on mamba☆3,246Mar 7, 2025Updated last year
- Minimal Mamba-2 implementation in PyTorch☆259Jun 17, 2024Updated 2 years ago
- Collection of papers on state-space models☆622Oct 1, 2026Updated last month
- 🚀 Efficient implementations for emerging model architectures☆6,026Updated this week
- High-speed Large Language Model Serving for Local Deployment☆9,872May 11, 2026Updated 5 months ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,772Updated this week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,269Aug 22, 2025Updated last year
- 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.
- Fast and memory-efficient exact attention☆25,256Updated this week
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆979Nov 16, 2025Updated 11 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆230Oct 26, 2026Updated last week
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆179Jan 30, 2025Updated last year
- ☆36Nov 22, 2024Updated last year
- Some preliminary explorations of Mamba's context scaling.☆223Feb 8, 2024Updated 2 years ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆258Jun 6, 2025Updated last year
- Deep learning library implemented from scratch in numpy. Mixtral, Mamba, LLaMA, GPT, ResNet, and other experiments.☆57Apr 12, 2024Updated 2 years ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆9,006May 3, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Kolmogorov Arnold Networks☆16,340Jan 19, 2025Updated last year
- Implementation of https://srush.github.io/annotated-s4☆520Jun 20, 2025Updated last year
- Reading list for research topics in state-space models☆374May 18, 2026Updated 5 months ago
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆2,251Mar 11, 2026Updated 7 months ago
- Official repository of the xLSTM.☆2,214Updated this week
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆238Oct 16, 2025Updated last year
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆136Oct 18, 2024Updated 2 years ago
- Tile primitives for speedy kernels☆3,795Sep 12, 2026Updated last month
- Understand and test language model architectures on synthetic tasks.☆291Mar 22, 2026Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆4,124Apr 15, 2026Updated 6 months ago
- Schedule-Free Optimization in PyTorch☆2,334Jul 28, 2026Updated 3 months ago
- An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivatio…☆108Oct 14, 2025Updated last year
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆223Oct 26, 2026Updated last week
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆93Jan 25, 2024Updated 2 years ago
- A PyTorch native platform for training generative AI models☆5,883Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,276Jul 11, 2024Updated 2 years ago