claCase / Attention-as-RNNLinks
Non-official implementation of "Attention as an RNN" from https://arxiv.org/pdf/2405.13956, efficient associative parallel prefix scan and recurrent version implemented.
☆27Updated 10 months ago
Alternatives and similar repositories for Attention-as-RNN
Users that are interested in Attention-as-RNN are comparing it to the libraries listed below
Sorting:
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆55Updated 2 months ago
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆21Updated this week
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 2 months ago
- My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing o…☆43Updated 6 months ago
- ☆16Updated 2 years ago
- Official implementation of paper Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forec…☆16Updated 2 months ago
- ☆27Updated 11 months ago
- State Space Models☆67Updated last year
- ☆133Updated last year
- ☆40Updated last year
- ☆18Updated last week
- HGRN2: Gated Linear RNNs with State Expansion☆55Updated 10 months ago
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆55Updated last year
- ☆23Updated 9 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆105Updated 10 months ago
- An open source community implementation of the model from "DIFFERENTIAL TRANSFORMER" paper by Microsoft.☆30Updated this week
- Simba☆208Updated last year
- Here we will test various linear attention designs.☆59Updated last year
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆107Updated 2 months ago
- A pytorch implementation of Fourier Analysis Networks (FAN)☆35Updated 8 months ago
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆82Updated last year
- Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models☆13Updated last year
- ☆63Updated 4 months ago
- ☆12Updated last year
- Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton☆34Updated last week
- Explorations into improving ViTArc with Slot Attention☆42Updated 8 months ago
- Pytorch (Lightning) implementation of the Mamba model☆29Updated 2 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆70Updated 6 months ago
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆28Updated 2 months ago
- ☆47Updated last year