AvivBick / awesome-ssm-ml
Reading list for research topics in state-space models
☆241Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-ssm-ml
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆200Updated 5 months ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆103Updated 3 months ago
- Awesome list of papers that extend Mamba to various applications.☆128Updated 2 months ago
- Collection of papers on state-space models☆556Updated 2 weeks ago
- Annotated version of the Mamba paper☆457Updated 8 months ago
- Some preliminary explorations of Mamba's context scaling.☆191Updated 9 months ago
- ☆228Updated 2 months ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆149Updated 10 months ago
- Helpful tools and examples for working with flex-attention☆469Updated 3 weeks ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆102Updated last month
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆329Updated 3 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆169Updated last week
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆78Updated 2 months ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆246Updated 6 months ago
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆137Updated last week
- Minimal Mamba-2 implementation in PyTorch☆134Updated 5 months ago
- ☆181Updated 11 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆50Updated 2 months ago
- Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆366Updated 3 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆174Updated this week
- Implementation of Autoregressive Diffusion in Pytorch☆300Updated 2 weeks ago
- An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivatio…☆71Updated 8 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆293Updated 5 months ago
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆404Updated 8 months ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆380Updated last week
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆214Updated 3 months ago
- ☆283Updated 2 months ago
- [ECCV 2024] Official PyTorch implementation of RoPE-ViT "Rotary Position Embedding for Vision Transformer"☆213Updated 3 weeks ago
- Griffin MQA + Hawk Linear RNN Hybrid☆85Updated 6 months ago
- Understand and test language model architectures on synthetic tasks.☆162Updated 6 months ago