Alternatives and similar repositories for awesome-ssm-ml

Users that are interested in awesome-ssm-ml are comparing it to the libraries listed below

• radarFudan / Awesome-state-space-models
  Collection of papers on state-space models
  ☆613Updated 2 months ago
• PeaBrane / mamba-tiny
  Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).
  ☆128Updated last year
• goombalab / hydra
  Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"
  ☆169Updated 11 months ago
• kyegomez / Jamba
  PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"
  ☆203Updated this week
• hkproj / mamba-notes
  Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)
  ☆177Updated last year
• AmeenAli / HiddenMambaAttn
  Official PyTorch Implementation of "The Hidden Attention of Mamba Models"
  ☆232Updated 2 months ago
• NVlabs / GatedDeltaNet
  [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule
  ☆411Updated 3 months ago
• pengzhangzhi / Awesome-Mamba
  Awesome list of papers that extend Mamba to various applications.
  ☆139Updated 6 months ago
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆218Updated last year
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆493Updated last year
• test-time-training / ttt-lm-jax
  Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
  ☆441Updated 2 months ago
• Hprairie / Bi-Mamba2
  A Triton Kernel for incorporating Bi-Directionality in Mamba2
  ☆75Updated last year
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆375Updated last year
• goombalab / phi-mamba
  Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…
  ☆118Updated last year
• jxiw / MambaInLlama
  [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models
  ☆233Updated 2 months ago
• apple / ml-sigmoid-attention
  ☆303Updated 8 months ago
• lucidrains / soft-moe-pytorch
  Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch
  ☆339Updated 9 months ago
• tensorgi / TPA
  [NeurIPS 2025 Spotlight] TPA: Tensor ProducT ATTenTion Transformer (T6) (https://arxiv.org/abs/2501.06425)
  ☆441Updated 2 weeks ago
• kyegomez / Griffin
  Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"
  ☆56Updated 2 months ago
• tommyip / mamba2-minimal
  Minimal Mamba-2 implementation in PyTorch
  ☆239Updated last year
• bobby-he / simplified_transformers
  ☆293Updated last year
• Haiyang-W / TokenFormer
  [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
  ☆580Updated 10 months ago
• qiuzh20 / gated_attention
  The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink…
  ☆754Updated 2 weeks ago
• kyegomez / MambaTransformer
  Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
  ☆211Updated 2 months ago
• goombalab / hnet
  H-Net: Hierarchical Network with Dynamic Chunking
  ☆798Updated last month
• assafbk / DeciMamba
  DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)
  ☆32Updated 8 months ago
• zhixuan-lin / forgetting-transformer
  [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning
  ☆134Updated 2 weeks ago
• kuleshov-group / mdlm
  [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model
  ☆595Updated 3 months ago
• kuleshov-group / awesome-discrete-diffusion-models
  A curated list for awesome discrete diffusion models resources.
  ☆518Updated 3 months ago
• lindermanlab / S5
  ☆313Updated 11 months ago