AvivBick / awesome-ssm-mlLinks
Reading list for research topics in state-space models
☆335Updated 5 months ago
Alternatives and similar repositories for awesome-ssm-ml
Users that are interested in awesome-ssm-ml are comparing it to the libraries listed below
Sorting:
- Collection of papers on state-space models☆609Updated 3 weeks ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆165Updated 9 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆127Updated last year
- Awesome list of papers that extend Mamba to various applications.☆139Updated 5 months ago
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆229Updated last month
- [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule☆379Updated 2 months ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆173Updated last year
- Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆427Updated 3 weeks ago
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆196Updated last month
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆75Updated 11 months ago
- Some preliminary explorations of Mamba's context scaling.☆217Updated last year
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆116Updated last year
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆336Updated 7 months ago
- Minimal Mamba-2 implementation in PyTorch☆234Updated last year
- ☆303Updated 7 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆231Updated last month
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆579Updated 9 months ago
- [NeurIPS 2025 Spotlight] TPA: Tensor ProducT ATTenTion Transformer (T6) (https://arxiv.org/abs/2501.06425)☆426Updated last month
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆372Updated last year
- Annotated version of the Mamba paper☆491Updated last year
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆134Updated 3 weeks ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆56Updated last month
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆31Updated 7 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆211Updated last month
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆81Updated last year
- H-Net: Hierarchical Network with Dynamic Chunking☆785Updated last week
- ☆293Updated 11 months ago
- [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model☆570Updated 2 months ago
- A curated list for awesome discrete diffusion models resources.☆500Updated 2 months ago
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆782Updated 3 months ago