For more details, including code and evaluation procedures, please refer to the official GitHub repository: https://github.com/rioyokotalab/optimal-sparsity

How to cite

If you find our work helpful, please feel free to cite the paper.

bibtex

@inproceedings{
    nakamura2026optimal,
    title={Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks},
    author={Taishi Nakamura and Satoki Ishikawa and Masaki Kawamura and Takumi Okamoto and Daisuke Nohara and Jun Suzuki and Rio Yokota},
    booktitle={The Fourteenth International Conference on Learning Representations},
    year={2026},
    url={https://openreview.net/forum?id=XFw2EPRUUR}
}

llm-jp/optimal-sparsity-math-d2048-E128-k4-52.2B-A2.3B

Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks

How to cite

llm-jp/
optimal-sparsity-math-d2048-E128-k4-52.2B-A2.3B