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Buoyant 开源 Kinference:面向 Kubernetes 和 vLLM 的推理控制平面

Buoyant Releases Kinference: An Open Source Inference Control Plane for Kubernetes and vLLM

Why we picked it

Buoyant 开源了 Kinference,给 Kubernetes 上跑 vLLM 加了 KV-cache 感知负载均衡,自家基准里首 token 延迟降了 95%。

Buoyant 发布了开源项目 Kinference,以 Apache 2.0 许可证提供,定位为 vLLM 在 Kubernetes 上的推理控制平面。它提供声明式路由策略、感知 KV-cache 的负载均衡以及按租户划分的指标监控。在 Buoyant 自己的基准测试中,Kinference 将中位 TTFT(首 token 延迟)降低了 95%。

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Original · marktechpost

Buoyant Releases Kinference: An Open Source Inference Control Plane for Kubernetes and vLLM

Buoyant has released Kinference, an Apache 2.0 inference control plane for vLLM on Kubernetes. It adds declarative routing policies, KV-cache-aware load balancing and per-tenant metrics, and cut median TTFT 95% in Buoyant’s own benchmark. The post Buoyant Releases Kinference: An Open Source Inference Control Plane for Kubernetes and vLLM appeared first on MarkTechPost .