Reading list for research topics in state-space models
☆363Apr 14, 2026Updated last month
Alternatives and similar repositories for awesome-ssm-ml
Users that are interested in awesome-ssm-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of papers on state-space models☆621Nov 4, 2025Updated 6 months ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆171Jan 30, 2025Updated last year
- Awesome list of papers that extend Mamba to various applications.☆139Apr 8, 2026Updated last month
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆751Jun 28, 2025Updated 10 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆82Dec 18, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Awesome Papers related to Mamba.☆1,397Oct 17, 2024Updated last year
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆232Oct 16, 2025Updated 7 months 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
- Some preliminary explorations of Mamba's context scaling.☆219Feb 8, 2024Updated 2 years ago
- Here we will test various linear attention designs.☆62Apr 25, 2024Updated 2 years ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆728Apr 19, 2026Updated last month
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,459May 3, 2026Updated 2 weeks ago
- ☆37Feb 26, 2024Updated 2 years ago
- Structured state space sequence models☆2,895Jul 17, 2024Updated last year
- 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.
- Implementation of https://srush.github.io/annotated-s4☆517Jun 20, 2025Updated 11 months ago
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆124Sep 13, 2024Updated last year
- Blog post☆17Feb 16, 2024Updated 2 years ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆242Oct 14, 2025Updated 7 months ago
- ☆52Jan 28, 2024Updated 2 years ago
- Jax implementation of "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆15May 10, 2024Updated 2 years ago
- 🚀 Efficient implementations for emerging model architectures☆5,116Updated this week
- Mamba SSM architecture☆18,237May 10, 2026Updated last week
- ☆54May 20, 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.
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆32May 25, 2024Updated last year
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,946Mar 8, 2024Updated 2 years ago
- ☆320Jan 8, 2025Updated last year
- Annotated version of the Mamba paper☆501Feb 27, 2024Updated 2 years ago
- HGRN2: Gated Linear RNNs with State Expansion☆57Aug 20, 2024Updated last year
- Accelerated First Order Parallel Associative Scan☆197Jan 7, 2026Updated 4 months ago
- An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivatio…☆107Oct 14, 2025Updated 7 months ago
- ☆36Nov 22, 2024Updated last year
- [CoLM 24] Official Repository of MambaByte: Token-free Selective State Space Model☆27Oct 12, 2024Updated last year
- 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.
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆91Mar 1, 2024Updated 2 years ago
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆957Nov 16, 2025Updated 6 months ago
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆18Mar 15, 2024Updated 2 years ago
- Understand and test language model architectures on synthetic tasks.☆267Mar 22, 2026Updated last month
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated 2 years ago
- Curse-of-memory phenomenon of RNNs in sequence modelling☆19May 8, 2025Updated last year
- Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)☆98Dec 5, 2024Updated last year