Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
☆2,967Mar 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:
- Mamba SSM architecture☆18,811Jul 22, 2026Updated last month
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,479May 3, 2026Updated 4 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,904Feb 13, 2025Updated last year
- Annotated version of the Mamba paper☆502Feb 27, 2024Updated 2 years ago
- Structured state space sequence models☆2,919Jul 17, 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.
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆942Mar 3, 2024Updated 2 years ago
- Awesome Papers related to Mamba.☆1,399Oct 17, 2024Updated last year
- VMamba: Visual State Space Models,code is based on mamba☆3,219Mar 7, 2025Updated last year
- High-speed Large Language Model Serving for Local Deployment☆9,772May 11, 2026Updated 3 months ago
- 🚀 Efficient implementations for emerging model architectures☆5,710Updated this week
- Collection of papers on state-space models☆619Aug 10, 2026Updated 3 weeks ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,696Updated this week
- Fast and memory-efficient exact attention☆24,856Updated this week
- ☆36Nov 22, 2024Updated last year
- 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.
- Minimal Mamba-2 implementation in PyTorch☆257Jun 17, 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
- Some preliminary explorations of Mamba's context scaling.☆222Feb 8, 2024Updated 2 years ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆176Jan 30, 2025Updated last year
- Understand and test language model architectures on synthetic tasks.☆288Mar 22, 2026Updated 5 months ago
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆972Nov 16, 2025Updated 9 months ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,254Aug 22, 2025Updated last year
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆9,020May 3, 2024Updated 2 years ago
- Implementation of https://srush.github.io/annotated-s4☆519Jun 20, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆227Aug 28, 2026Updated last week
- Deep learning library implemented from scratch in numpy. Mixtral, Mamba, LLaMA, GPT, ResNet, and other experiments.☆56Apr 12, 2024Updated 2 years ago
- Tile primitives for speedy kernels☆3,667Aug 28, 2026Updated last week
- Kolmogorov Arnold Networks☆16,337Jan 19, 2025Updated last year
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆93Jan 25, 2024Updated 2 years ago
- ☆4,123Apr 15, 2026Updated 4 months ago
- Official repository of the xLSTM.☆2,198Updated this week
- Open weights language model from Google DeepMind, based on Griffin.☆685Feb 6, 2026Updated 7 months ago
- Schedule-Free Optimization in PyTorch☆2,325Jul 28, 2026Updated last month
- 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.
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆135Oct 18, 2024Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,267Jul 11, 2024Updated 2 years ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆68Apr 24, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,341Jun 17, 2026Updated 2 months ago
- A PyTorch native platform for training generative AI models☆5,708Updated this week
- Development repository for the Triton language and compiler☆20,101Updated this week
- Implementation of the Mamba SSM with hf_integration.☆56Aug 31, 2024Updated 2 years ago