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arxiv_llm_reliability · Nov 9, 2026 · paper
Source brief
Correct First, Fast Second: What a Local 7B Code Model Can and Cannot Do for GPU Kernel Optimization
arxiv.orgNov 9, 2026
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In brief
We study how much the interaction strategy around a fixed, locally hosted 7B-parameter code model (Qwen2.5-Coder-7B-Instruct) affects its ability to replace PyTorch operators with custom CUDA kernels. On 30 KernelBenc...
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