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Deployment Patterns

Match the deployment scenario to the right architecture

+100 XP5 min8 / 10

Overview: Deployment Patterns

Overview: Deployment Patterns

Your Docker + Kubernetes experience transfers directly to LLM serving. GPU scheduling in K8s uses nvidia.com/gpu resource requests, nvidia-container-toolkit for runtime, and toleration-based nodeSelector for GPU node pools. Horizontal scaling for stateless inference is identical to scaling a REST API.

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