---
inference: false
license: mit
tags:
- text-generation
- mamba
- long context
---

# DeciMamba Checkpoint (Baseline)

The official checkpoint of Mamba-130m, finetuned for the Document Retrieval task as presented in [DeciMamba: Exploring the Length Extrapolation Potential of Mamba](https://arxiv.org/abs/2406.14528).

See our [Github Repo](https://github.com/assafbk/DeciMamba) for evalution and training scripts. 

Bibtex:
```
@misc{benkish2024decimambaexploringlengthextrapolation,
      title={DeciMamba: Exploring the Length Extrapolation Potential of Mamba}, 
      author={Assaf Ben-Kish and Itamar Zimerman and Shady Abu-Hussein and Nadav Cohen and Amir Globerson and Lior Wolf and Raja Giryes},
      year={2024},
      eprint={2406.14528},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2406.14528}, 
}
```