DICE-4B: Diffusion Large Language Models Excel at Generating CUDA Kernels

DICE is a series of diffusion large language models (dLLMs) designed for CUDA kernel generation, spanning three parameter scales, 1.7B, 4B, and 8B.

• Paper: DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels
• Project Page: https://deadlykitten4.github.io/DICE/
• Repository: https://github.com/deadlykitten4/DICE

Citation

@article{bai2026dice,
  title={DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels},
  author={Bai, Haolei and Kong, Lingcheng and Chen, Xueyi and Wang, Jianmian and Tao, Zhiqiang and Wang, Huan},
  journal={arXiv preprint arXiv:2602.11715},
  year={2026}
}