kyegomez / MambaTransformer
Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
☆188Updated last month
Alternatives and similar repositories for MambaTransformer:
Users that are interested in MambaTransformer are comparing it to the libraries listed below
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆214Updated 9 months ago
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆160Updated last month
- Minimal Mamba-2 implementation in PyTorch☆176Updated 8 months ago
- Awesome list of papers that extend Mamba to various applications.☆132Updated 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…☆99Updated last month
- Simba☆202Updated 11 months ago
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆401Updated 3 months ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆51Updated last month
- PyTorch implementation of the Differential-Transformer architecture for sequence modeling, specifically tailored as a decoder-only model …☆55Updated 4 months ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆124Updated last month
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆63Updated 2 months ago
- ☆127Updated 10 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated last month
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆53Updated 11 months ago
- Reading list for research topics in state-space models☆264Updated last month
- Code repository for Black Mamba☆240Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆130Updated 10 months ago
- Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis☆224Updated last month
- Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆395Updated 7 months ago
- Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta☆114Updated last month
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆159Updated 7 months ago
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆76Updated 3 weeks ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆161Updated last year
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆113Updated 4 months ago
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆98Updated 6 months ago
- Trying out the Mamba architecture on small examples (cifar-10, shakespeare char level etc.)☆44Updated last year
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆20Updated last month
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆114Updated 9 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆95Updated 6 months ago
- Implementation of Agent Attention in Pytorch☆90Updated 8 months ago