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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Meng Yan

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Preprint Aug 2026

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

RealisticTritonBench is introduced, the first benchmark to derive Triton kernel generation tasks from real-world pull requests in popular AI frameworks, enabling realistic, production-like evaluation and evaluating leading LLMs on RealisticTritonBench.

Jin-Jun Huang, Zhongzhen Wen, Tong-Tong Xu et al. · 2 citations

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