如何为 NVIDIA Dynamo 构建经过验证的 Kubernetes 运行时
Build a Validated Kubernetes Runtime for NVIDIA Dynamo
NVIDIA Dynamo 是协调多 GPU worker 模型服务的分布式推理框架,但将其部署到 Kubernetes 只是第一步。成功的模型部署还要求 GPU 驱动、资源分配、调度、网络与监控全部正常工作。文章介绍如何为 NVIDIA Dynamo 构建一条从模型配置到可用推理端点的可复现路径,并给出经过验证的 Kubernetes 运行时方案。
Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference...
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…
来源:NVIDIA Developer Blog · developer.nvidia.com