Unverified50% confidenceBenchmarkExact time
PagedAttention 使显存利用率提升至接近 100%，实现同等硬件下并发吞吐量提升 2-4 倍
1
Sources
50%
Confidence
Long-term
Relevance
7/17/2026
First Seen
Sources
Related Claims
UnverifiedCompared to traditional methods, PagedAttention enables vLLM to increase batch size by 2–4 times and achieve close to 100% memory utilization.80% similarUnverifiedPagedAttention improves KV Cache memory utilization from below 40% to close to 100%.75% similarUnverifiedvLLM通过PagedAttention技术使同等硬件下可并发服务用户数提升2-4倍，吞吐量提升最高24倍73% similarVerifiedContinuous Batching improves GPU utilization from the 30–50% of static batching to close to 100%.66% similar
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