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NVIDIA Technical Blog· Stefan Schimanski·· 5 小时前AI 评分22

为 NVIDIA Dynamo 构建经验证的 Kubernetes 运行时

Build a Validated Kubernetes Runtime for NVIDIA Dynamo

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NVIDIA 发布技术指南,介绍如何为分布式推理框架 NVIDIA Dynamo 构建经验证的 Kubernetes 运行时。Dynamo 负责跨 GPU worker 协调模型服务,而部署到 Kubernetes 只是第一步,还需打通 GPU 驱动、资源分配、调度、网络与监控等环节,才能从模型配置稳定走到可用的推理端点。

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Glowing green AI network illustration in front of server racks.Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference...Glowing green AI network illustration in front of server racks.

Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference framework that coordinates model serving across GPU workers. Deploying it on Kubernetes is only a first step. A successful model deployment requires more: GPU drivers, resource allocation, scheduling, networking, and monitoring must all work…

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来源:NVIDIA Technical Blog · developer.nvidia.com