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nvidia releases ai cluster runtime for dynamo inference

NVIDIA released the AI Cluster Runtime tool to configure, deploy, and validate Kubernetes infrastructure for NVIDIA Dynamo AI inference.

nvidia releases ai cluster runtime for dynamo inference — image from NVIDIA
Image: NVIDIA

Summary

NVIDIA introduced the AI Cluster Runtime tool to help teams manage infrastructure dependencies when deploying NVIDIA Dynamo on Kubernetes. AICR packages Dynamo and supporting components into validated recipes with pinned component versions. It provides a five-step workflow to snapshot clusters, generate inference recipes, render deployment bundles, deploy via Helmfile or GitOps, and validate runtimes.

What changed

  • AICR packages NVIDIA Dynamo and supporting infrastructure into validated recipes with pinned component versions.
  • The tool provides a five-step flow to snapshot clusters, generate recipes, render bundles, deploy via Helmfile or GitOps, and validate runtimes.
  • AICR captures runtime requirements like GPU driver stacks, gang scheduling, and Prometheus metrics in reproducible recipes.

Availability

Available now

“NVIDIA AI Cluster Runtime (AICR) and NVIDIA Dynamo are open-source components of the NVIDIA DSX AI Factory Platform.”

Founder takeaway

Teams deploying NVIDIA Dynamo on Kubernetes can use AICR to generate validated runtime recipes and verify cluster infrastructure before deploying models.

Source

NVIDIABuild a Validated Kubernetes Runtime for NVIDIA Dynamo | NVIDIA Technical Blog

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