AI Model Deployment on Kubernetes 2026: Complete Guide

2026-07-27 1 min read

Deploy and scale AI models on Kubernetes.

Kuberay for Ray-based ML. KServe for serverless inference. Seldon Core for monitoring. TGI and vLLM deploy with autoscaling. GPU node pools, model caching, rolling updates.
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