kyegomez / MambaTransformer
Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
☆182Updated this week
Alternatives and similar repositories for MambaTransformer:
Users that are interested in MambaTransformer are comparing it to the libraries listed below
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆155Updated this week
- Simba☆199Updated 10 months ago
- Minimal Mamba-2 implementation in PyTorch☆166Updated 7 months ago
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆211Updated 8 months ago
- Awesome list of papers that extend Mamba to various applications.☆129Updated last month
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆51Updated this week
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆129Updated 8 months ago
- Reading list for research topics in state-space models☆257Updated last week
- Code repository for Black Mamba☆234Updated 11 months ago
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆50Updated 9 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆106Updated 3 months ago
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆92Updated this week
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆159Updated last year
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆381Updated last month
- Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta☆114Updated this week
- Trying out the Mamba architecture on small examples (cifar-10, shakespeare char level etc.)☆43Updated last year
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆60Updated last month
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆119Updated 5 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆190Updated last week
- Implementation of Infini-Transformer in Pytorch☆109Updated 3 weeks ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆115Updated this week
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆152Updated 5 months ago
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆104Updated last year
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆65Updated last week
- A State-Space Model with Rational Transfer Function Representation.☆77Updated 8 months ago
- PyTorch implementation of the Differential-Transformer architecture for sequence modeling, specifically tailored as a decoder-only model …☆51Updated 3 months ago
- Implementation of Agent Attention in Pytorch☆89Updated 6 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆84Updated 7 months ago
- Official implementation of Phi-Mamba. A MOHAWK-distilled model (Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Mode…☆92Updated 4 months ago
- ☆122Updated 8 months ago