# Run inference with the quantized model
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Inspired by @karpathy/autoresearch -- which demonstrated autonomous AI agents for LLM training research. AutoKernel applies the same philosophy to GPU kernel optimization: agent modifies one file, runs a fixed evaluation, keeps or reverts, repeats forever.，这一点在谷歌中也有详细论述
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