Update README.md

README.md

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 [DICE](https://deadlykitten4.github.io/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](https://huggingface.co/papers/2602.11715)
+- **Paper:** [DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels](https://arxiv.org/abs/2602.11715)
 - **Project Page:** [https://deadlykitten4.github.io/DICE/](https://deadlykitten4.github.io/DICE/)
 - **Repository:** [https://github.com/deadlykitten4/DICE](https://github.com/deadlykitten4/DICE)