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Should AI workloads run on Kubernetes?
Develop, Train and Serve AI on Kubernetes with SkyPilot.
Kubernetes provides an excellent set of features that can be very helpful for AI workloads – autoscaling, fault recovery, resource management, and production readiness. Behind the scenes, SkyPilot provisions pods, installs all required dependencies, executes the job, returns logs and provides SSH access to debug. This load balancer will provide one unified endpoint, while behind the scenes it will provision 3 pods across your Kubernetes cluster, each requesting 1 T4 GPU and using the vLLM container image for fast startup.
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