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The optimized Enterprise AI software and hardware stack is enabled with Kubernetes and Kubeflow. This solution is enabled with various components comprised of low-level components such as CRI/CNI/CSI implementations to a higher level, like from Kubeflow Training Operator to Kubeflow Pipelines, to enable ease of operation and manageability of the cluster. Layered on top of this is the optimized SW frameworks both from Intel® and open-source for performance-optimized execution of LLMs.