myscience / mamba
Pytorch (Lightning) implementation of the Mamba model
☆25Updated 10 months ago
Alternatives and similar repositories for mamba:
Users that are interested in mamba are comparing it to the libraries listed below
- Implementation of Agent Attention in Pytorch☆90Updated 7 months ago
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆75Updated 2 weeks ago
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆101Updated 3 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆187Updated last month
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆123Updated last month
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆20Updated 3 weeks ago
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆104Updated last year
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆158Updated last month
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆51Updated last month
- Implementation of Infini-Transformer in Pytorch☆109Updated 2 months ago
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆96Updated last month
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆61Updated 2 months ago
- Implementation of a modular, high-performance, and simplistic mamba for high-speed applications☆33Updated 3 months ago
- PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)☆71Updated last year
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆36Updated 5 months ago
- Implementation of a Light Recurrent Unit in Pytorch☆47Updated 4 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 8 months ago
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆77Updated last year
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆86Updated last year
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆57Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆85Updated 10 months ago
- ☆49Updated last month
- Explorations into improving ViTArc with Slot Attention☆37Updated 4 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆129Updated 9 months ago
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆214Updated 9 months ago
- Implementation of the proposed minGRU in Pytorch☆281Updated 2 weeks ago
- A repository for DenseSSMs☆87Updated 10 months ago
- Explorations into the recently proposed Taylor Series Linear Attention☆93Updated 6 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆112Updated 4 months ago