.. | ||
cpu.yaml | ||
gpu.yaml | ||
README.md |
Deploy Ollama to Kubernetes
Prerequisites
- Ollama: https://ollama.com/download
- Kubernetes cluster. This example will use Google Kubernetes Engine.
Steps
-
Create the Ollama namespace, daemon set, and service
kubectl apply -f cpu.yaml
-
Port forward the Ollama service to connect and use it locally
kubectl -n ollama port-forward service/ollama 11434:80
-
Pull and run a model, for example
orca-mini:3b
ollama run orca-mini:3b
(Optional) Hardware Acceleration
Hardware acceleration in Kubernetes requires NVIDIA's k8s-device-plugin
. Follow the link for more details.
Once configured, create a GPU enabled Ollama deployment.
kubectl apply -f gpu.yaml