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content/solutions/deployment_blueprints/ai-ready_opennebula/ai_ready_k8s.md

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---
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title: Validation with AI-Ready Kubernetes
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title: Deployment of AI-Ready Kubernetes
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linkTitle: AI-ready Kubernetes
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weight: 5
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---
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{{< alert title="Important" color="success" >}}
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To perform the validation with AI-Ready Kubernetes, you must comply with one of the prerequisites:
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* Have an AI Factory ready to be validated; or,
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* Configure an AI Factory by following one of these options:
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* Configure an AI Factory by following one of these options:
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* [On-premises AI Factory Deployment]({{% relref "/solutions/deployment_blueprints/ai-ready_opennebula/cd_on-premises" %}})
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* [On-cloud AI Factory Deployment on Scaleway]({{% relref "/solutions/deployment_blueprints/ai-ready_opennebula/cd_cloud"%}})
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{{< /alert >}}
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#### Connecting to the Workload Cluster Kubernetes API Locally
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To establish a local connection to the Workload Cluster Kubernetes API, create a ssh tunnel from your localhost to the K8s workload cluster API, exposing through the vRouter instance. Specify the `vrouter_ip` parameter as the public IP address of the vRouter instance, and the `vr_host_ip` as the ip address of the OpenNebula host where the vRouter node is hosted:
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To establish a local connection to the Workload Cluster Kubernetes API, create a ssh tunnel from your localhost to the K8s workload cluster API, exposing through the vRouter instance. Specify the `vrouter_ip` parameter as the public IP address of the vRouter instance, and the `vr_host_ip` as the ip address of the OpenNebula host where the vRouter node is hosted:
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```shell
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laptop$ ssh -fNL 8443:<vrouter_ip>:6443 oneadmin@<vr_host_ip>
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{{< alert title="Tip" color="success" >}}
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After provisioning your AI Factory with AI-Ready Kubernetes, you may continue with additional validation procedures built on top of K8s, such as [Deployment of NVIDIA Dynamo]({{% relref "solutions/deployment_blueprints/ai-ready_opennebula/nvidia_dynamo" %}}) and [Deployment of NVIDIA KAI Scheduler]({{% relref "solutions/deployment_blueprints/ai-ready_opennebula/nvidia_kai_scheduler" %}}).
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After provisioning your AI Factory with AI-Ready Kubernetes, you may continue with additional validation procedures built on top of K8s, such as [Deployment of NVIDIA Dynamo]({{% relref "solutions/deployment_blueprints/ai-ready_opennebula/nvidia_dynamo" %}}) and [Deployment of NVIDIA KAI Scheduler]({{% relref "solutions/deployment_blueprints/ai-ready_opennebula/nvidia_kai_scheduler" %}}).
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{{< /alert >}}

content/solutions/deployment_blueprints/ai-ready_opennebula/llm_inference_certification.md

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title: "Validation of the AI Factory with LLM Inference"
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title: "Validation with LLM Inference"
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linkTitle: "LLM Inference"
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date: "2025-10-28"
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description:

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