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
Unverified与传统方法相比，PagedAttention使vLLM能够将批处理大小提升2-4倍，并实现接近100%的内存利用率80% similarUnverifiedPagedAttention将KV Cache的内存利用率从不足40%提升至接近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% similarUnverified面板处理器决定响应速度，选择四核及以上SoC+2GB内存以上的机型，低配单核方案切换页面/唤起场景常有1-2秒卡顿66% similarVerified连续批处理（Continuous Batching）将GPU利用率从静态批处理的30-50%提升到接近100%66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/544086API
curl https://kongchang.com/api/v1/knowledge/claims/544086MCP
get_claim(id=544086)