Run Kubeflow

Documentation Index

Fetch the complete documentation index at: https://docs.coreweave.com/llms.txt

Use this file to discover all available pages before exploring further.

• Configuring your cluster for Kubeflow compatibility
• Installing certificate management components
• Deploying Kubeflow using the default OSS manifests
• Accessing the Kubeflow dashboard

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Prerequisites

• A Kubernetes cluster on CoreWeave accessible with kubectl
• kustomize installed and configured to work with your cluster

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Setup

1. Clone the Kubeflow manifests repository and navigate to it by running the following commands:
   $ git clone --depth 1 --branch v1.10.1 https://github.com/kubeflow/manifests.git
   $ cd manifests
   
2. Edit the Cilium Config by running the following command:
   $ kubectl edit -n cw-cilium-system cm cilium-config
   
   Add the following value and then save and exit:
   bpf-lb-sock-hostns-only: "true"
   
   For example, the cilium-config file section should look similar to this:
   bpf-lb-mode: dsr
   bpf-lb-sock: "false"
   bpf-lb-sock-hostns-only: "true"
   bpf-lb-sock-terminate-pod-connections: "false"
   bpf-map-dynamic-size-ratio: "0.0025"
   bpf-policy-map-max: "16384"
   

   Apply the changes by running the following command:
   $ kubectl rollout restart -n cw-cilium-system ds cilium
   
   Note: Disregard deprecation warnings.
3. Install cert-manager and the cert-issuer by running the following commands:
   $ kustomize build common/cert-manager/base | kubectl apply -f -
   $ kustomize build common/cert-manager/kubeflow-issuer/base | kubectl apply -f -
   
4. Install Kubeflow using the OSS default manifests by running the following commands:
   while ! kustomize build example | kubectl apply --server-side --force-conflicts -f -; do echo "Retrying to apply resources"; sleep 20; done
   

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Using Kubeflow

kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80