---
license: apache-2.0
---

This is the official weight (4-bit quantized) of LightMamba.  
Our paper *LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design* is available at: https://arxiv.org/abs/2502.15260.  
Our code is available at GitHub: https://github.com/PKU-SEC-Lab/LightMamba.  

If our work assists your research, feel free to cite us with:  
@inproceedings{wei2025lightmamba,  
  title={Lightmamba: Efficient mamba acceleration on fpga with quantization and hardware co-design},  
  author={Wei, Renjie and Xu, Songqiang and Zhong, Linfeng and Yang, Zebin and Guo, Qingyu and Wang, Yuan and Wang, Runsheng and Li, Meng},  
  booktitle={2025 Design, Automation \& Test in Europe Conference (DATE)},  
  pages={1--7},  
  year={2025},  
  organization={IEEE}  
}