AvivBick / awesome-ssm-mlLinks
Reading list for research topics in state-space models
☆297Updated last week
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☆595Updated last month
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆138Updated 4 months ago
- Awesome list of papers that extend Mamba to various applications.☆133Updated last week
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆223Updated last year
- Some preliminary explorations of Mamba's context scaling.☆214Updated last year
- Annotated version of the Mamba paper☆485Updated last year
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆120Updated 8 months ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆169Updated last year
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆171Updated 2 months ago
- ☆286Updated last month
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆195Updated 2 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆70Updated 6 months ago
- Minimal Mamba-2 implementation in PyTorch☆202Updated last year
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆108Updated 9 months ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆562Updated 4 months ago
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆716Updated 3 months ago
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,261Updated 6 months ago
- [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule☆173Updated 3 months ago
- A More Fair and Comprehensive Comparison between KAN and MLP☆169Updated 10 months ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆298Updated 2 months ago
- A curated list for awesome discrete diffusion models resources.☆374Updated 2 weeks ago
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆586Updated last year
- Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆411Updated 10 months ago
- [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model☆427Updated 2 weeks ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆221Updated last month
- Survey: A collection of AWESOME papers and resources on the latest research in Mixture of Experts.☆119Updated 10 months ago
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆75Updated last year
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆127Updated 9 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆235Updated 2 weeks ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆341Updated last year