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perf: vectorize KV cache prefix matching with numpy #2179

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refactor: deduplicate prefix matching and eliminate .tolist() overhead

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perf: vectorize KV cache prefix matching with numpy #2179

refactor: deduplicate prefix matching and eliminate .tolist() overhead
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