From c6105f46f8d5162f317f6bccd67fc965e5257cc2 Mon Sep 17 00:00:00 2001 From: Nir Soffer Date: Sun, 7 Sep 2025 18:01:51 +0300 Subject: [PATCH 1/2] docs: Add AI playground tutorial - Show how to deploy the generic-device-plugin to allow multiple pods to use the host GPU. - Show how to deploy multiple large language models using GPU acceleration. - Show how to deploy and configure Open WebUI to interact with the models. --- .../en/docs/tutorials/ai-playground.md | 467 ++++++++++++++++++ site/static/images/open-webui-chat.png | Bin 0 -> 109957 bytes 2 files changed, 467 insertions(+) create mode 100644 site/content/en/docs/tutorials/ai-playground.md create mode 100644 site/static/images/open-webui-chat.png diff --git a/site/content/en/docs/tutorials/ai-playground.md b/site/content/en/docs/tutorials/ai-playground.md new file mode 100644 index 0000000000..b29595ff57 --- /dev/null +++ b/site/content/en/docs/tutorials/ai-playground.md @@ -0,0 +1,467 @@ +--- +title: "Minikube AI playground on Apple silicon" +linkTitle: "Minikube AI playground on Apple silicon" +weight: 1 +date: 2024-10-04 +--- + +This tutorial shows how to create an AI playground with minikube on Apple +silicon devices such as a MacBook Pro. We'll create a cluster that shares your +Mac's GPU using the krunkit driver, deploy two large language models, and +interact with the models using Open WebUI. + +![Open WebUI Chat](/images/open-webui-chat.png) + +## Prerequisites + +- Apple silicon Mac +- [krunkit](https://github.com/containers/krunkit) v1.0.0 or later +- [vmnet-helper](https://github.com/nirs/vmnet-helper) v0.6.0 or later +- [generic-device-plugin](https://github.com/squat/generic-device-plugin) +- minikube v1.37.0 or later (krunkit driver only) + +## Installing krunkit and vmnet-helper + +Install latest krunkit: + +```shell +brew tap slp/krunkit +brew install krunkit +krunkit --version +``` + +Instal latest vmnet-helper: + +```shell +curl -fsSL https://github.com/minikube-machine/vmnet-helper/releases/latest/download/install.sh | bash +/opt/vmnet-helper/bin/vmnet-helper --version +``` + +For more information, see the [krunkit driver](https://minikube.sigs.k8s.io/docs/drivers/krunkit/) +documentation. + +## Download models + +Download some models to the local disk. By keeping the models outside of +minikube, you can create and delete clusters quickly without downloading the +models again. + +```shell +mkdir ~/models +cd ~/models +curl -LO 'https://huggingface.co/instructlab/granite-7b-lab-GGUF/resolve/main/granite-7b-lab-Q4_K_M.gguf?download=true' +curl -LO 'https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v1.0-GGUF/resolve/main/tinyllama-1.1b-chat-v1.0.Q8_0.gguf?download=true' +``` + +**Important**: The model must be in *GGUF* format. + +## Start minikube + +Start a minikube cluster with the krunkit driver, mounting the `~/models` +directory at `/mnt/models`: + +```shell +minikube start --driver krunkit --mount-string ~/models:/mnt/models +``` + +Output: +``` +😄 minikube v1.37.0 on Darwin 15.6.1 (arm64) +✨ Using the krunkit (experimental) driver based on user configuration +👍 Starting "minikube" primary control-plane node in "minikube" cluster +🔥 Creating krunkit VM (CPUs=2, Memory=6144MB, Disk=20000MB) ... +🐳 Preparing Kubernetes v1.34.0 on Docker 28.4.0 ... +🔗 Configuring bridge CNI (Container Networking Interface) ... +🔎 Verifying Kubernetes components... + ▪ Using image gcr.io/k8s-minikube/storage-provisioner:v5 +🌟 Enabled addons: storage-provisioner, default-storageclass +🏄 Done! kubectl is now configured to use "minikube" cluster and "default" namespace by default +``` + +### Verifying that the GPU is available + +The krunkit driver exposes your host GPU as a virtio-gpu device: + +``` +% minikube ssh -- tree /dev/dri +/dev/dri +|-- by-path +| |-- platform-a007000.virtio_mmio-card -> ../card0 +| `-- platform-a007000.virtio_mmio-render -> ../renderD128 +|-- card0 +`-- renderD128 +``` + +## Deploying the generic-device-plugin + +To use the GPU in pods, we need the generic-device-plugin. Deploy it with: + +```shell +cat <<'EOF' | kubectl apply -f - +apiVersion: apps/v1 +kind: DaemonSet +metadata: + name: generic-device-plugin + namespace: kube-system + labels: + app.kubernetes.io/name: generic-device-plugin +spec: + selector: + matchLabels: + app.kubernetes.io/name: generic-device-plugin + template: + metadata: + labels: + app.kubernetes.io/name: generic-device-plugin + spec: + priorityClassName: system-node-critical + tolerations: + - operator: "Exists" + effect: "NoExecute" + - operator: "Exists" + effect: "NoSchedule" + containers: + - image: squat/generic-device-plugin + args: + - --device + - | + name: dri + groups: + - count: 4 + paths: + - path: /dev/dri + name: generic-device-plugin + resources: + requests: + cpu: 50m + memory: 10Mi + limits: + cpu: 50m + memory: 20Mi + ports: + - containerPort: 8080 + name: http + securityContext: + privileged: true + volumeMounts: + - name: device-plugin + mountPath: /var/lib/kubelet/device-plugins + - name: dev + mountPath: /dev + volumes: + - name: device-plugin + hostPath: + path: /var/lib/kubelet/device-plugins + - name: dev + hostPath: + path: /dev + updateStrategy: + type: RollingUpdate +EOF +``` + +**Note**: This configuration allows up to 4 pods to use `/dev/dri`. You can +increase `count` to run more pods using the GPU. + +Wait until the generic-device-plugin DaemonSet is available: + +```shell +% kubectl get daemonset generic-device-plugin -n kube-system -w +NAME DESIRED CURRENT READY UP-TO-DATE AVAILABLE NODE SELECTOR AGE +generic-device-plugin 1 1 1 1 1 45s +``` + +## Deploying the granite model + +To play with the granite model you downloaded, start a llama-server pod serving +the model and a service to make the pod available to other pods. + +```shell +cat <<'EOF' | kubectl apply -f - +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + name: granite +spec: + replicas: 1 + selector: + matchLabels: + app: granite + template: + metadata: + labels: + app: granite + name: granite + spec: + containers: + - name: llama-server + image: quay.io/ramalama/ramalama:latest + command: [ + llama-server, + --host, "0.0.0.0", + --port, "8080", + --model, /mnt/models/granite-7b-lab-Q4_K_M.gguf, + --alias, "ibm/granite:7b", + --ctx-size, "2048", + --temp, "0.8", + --cache-reuse, "256", + -ngl, "999", + --threads, "6", + --no-warmup, + --log-colors, + ] + resources: + limits: + squat.ai/dri: 1 + volumeMounts: + - name: models + mountPath: /mnt/models + volumes: + - name: models + hostPath: + path: /mnt/models +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: granite + name: granite +spec: + ports: + - protocol: TCP + port: 8080 + selector: + app: granite +EOF +``` + +Wait until the deployment is available: + +```shell +% kubectl get deploy granite +NAME READY UP-TO-DATE AVAILABLE AGE +granite 1/1 1 1 8m17s +``` + +Check the granite service: + +```shell +% kubectl get service granite +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +granite ClusterIP 10.105.145.9 8080/TCP 28m +``` + +## Deploying the tinyllama model + +To play with the tinyllama model you downloaded, start a llama-server pod +serving the model and a service to make the pod available to other pods. + +```shell +cat <<'EOF' | kubectl apply -f - +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + name: tinyllama +spec: + replicas: 1 + selector: + matchLabels: + app: tinyllama + template: + metadata: + labels: + app: tinyllama + name: tinyllama + spec: + containers: + - name: llama-server + image: quay.io/ramalama/ramalama:latest + command: [ + llama-server, + --host, "0.0.0.0", + --port, "8080", + --model, /mnt/models/tinyllama-1.1b-chat-v1.0.Q8_0.gguf, + --alias, tinyllama, + --ctx-size, "2048", + --temp, "0.8", + --cache-reuse, "256", + -ngl, "999", + --threads, "6", + --no-warmup, + --log-colors, + ] + resources: + limits: + squat.ai/dri: 3 + volumeMounts: + - name: models + mountPath: /mnt/models + volumes: + - name: models + hostPath: + path: /mnt/models +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: tinyllama + name: tinyllama +spec: + ports: + - protocol: TCP + port: 8080 + selector: + app: tinyllama +EOF +``` + +Wait until the deployment is available: + +``` +% kubectl get deploy tinyllama +NAME READY UP-TO-DATE AVAILABLE AGE +tinyllama 1/1 1 1 9m14s +``` + +Check the tinyllama service: + +```shell +% kubectl get service tinyllama +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +tinyllama ClusterIP 10.98.219.117 8080/TCP 23m +``` + +## Deploying Open WebUI + +The [Open WebUI](https://docs.openwebui.com) project provides an easy-to-use web +interface for interacting with OpenAI-compatible APIs such as our llama-server +pods. + +To deploy Open WebUI, run: + +```shell +--- +cat <<'EOF' | kubectl apply -f - +apiVersion: apps/v1 +kind: Deployment +metadata: + name: open-webui +spec: + replicas: 1 + selector: + matchLabels: + app: open-webui + template: + metadata: + labels: + app: open-webui + spec: + containers: + - name: open-webui + image: ghcr.io/open-webui/open-webui:dev-slim + ports: + - containerPort: 8080 + env: + # Preconfigure OpenAI-compatible endpoints + - name: OPENAI_API_BASE_URLS + value: "http://granite:8080/v1;http://tinyllama:8080/v1" + volumeMounts: + - name: open-webui-data + mountPath: /app/backend/data + volumes: + - name: open-webui-data + persistentVolumeClaim: + claimName: open-webui-data +--- +apiVersion: v1 +kind: PersistentVolumeClaim +metadata: + name: open-webui-data +spec: + storageClassName: standard + accessModes: + - ReadWriteOnce + resources: + requests: + storage: 1Gi +--- +apiVersion: v1 +kind: Service +metadata: + name: open-webui +spec: + ports: + - protocol: TCP + port: 8080 + nodePort: 30080 + selector: + app: open-webui + type: NodePort +EOF +``` + +We configured our llama-server OpenAI compatible API endpoints using the +`OPENAI_API_BASE_URLS` environment variable. +Check [Open WebUI documenation](https://docs.openwebui.com) to learn how to +configure it using the Admin Panel. + +Wait until the deployment is available: + +```shell +% kubectl get deploy open-webui +NAME READY UP-TO-DATE AVAILABLE AGE +open-webui 1/1 1 1 69s +``` + +## Interacting with the models + +Open a browser with Open WebUI console: + +```shell +open $(minikube service open-webui --url) +``` + +Create an Admin account to start using Open WebUI. + +### Chatting with the granite model + +You can start chatting with the "ibm/granite:7b" model. + +Type a prompt: + +``` +> Write a very technical haiku about playing with large language models with Minikube on Apple silicon + +Mighty model, Minikube, +Silicon-powered speed, +Learning's dance, ever-changing. +Through data streams it weaves, +Inference's wisdom, vast and deep, +Apple's heartbeat, in code, resounds. +Exploring AI's vast frontier, +Minikube, language model's playground, +Innovation's rhythm, forever. +``` + +### Chatting with the tinyllama model + +Click the "New Chat" button on the left and select the "tinyllama" model from +the model menu in the top left. + +Type a prompt: + +``` +> How do you feel inside this fancy Minikube cluster? + +I do not have a physical body. However, based on the given text material, the +author is describing feeling inside a cluster of Minikube, a type of jellyfish. +The use of the word "fancy" suggests that the author is impressed or appreciates +the intricate design of the cluster, while the adjective "minikube" connotes its +smooth texture, delicate shape, and iridescent colors. The word "cluster" +suggests a group of these jellyfish, while "inside" implies being in the +vicinity or enclosed within. +``` diff --git a/site/static/images/open-webui-chat.png b/site/static/images/open-webui-chat.png new file mode 100644 index 0000000000000000000000000000000000000000..6d8bb5248145888edec938e5b27fae1b63bd7892 GIT binary patch literal 109957 zcmb5Vby!qk*F8Lhbb~N-4KOMS14wswDkWWl(jYC}DIwBG2qIn5UD6;5NOz}ne>cDP zsrP!He?C22I>XF4ckaFRTI&u|RhGfUqQHVcAh>d}lIjo$syqaOJb{4*-bu0jA_M+G za#EKONBYyt>H}V&z7|swgFwn-u&<3DfY)@Uvg%3@hzBzS;u{EoT!OcJHz1IA>=4M7 z5d^}Y1c8v*r`4+of?uGSD9A`c?(YA7Zpx1b?_k=?>Nr6lc%An@NFSfzQGz$oo#m9I z&^IwLh-q1W{rOD?9s-e*6no(|wbSJ8M)f=S^nK>HEv2pT=2wYKItHr`BgqDulbDS0 z3F7EQ{{}arhG1e65Mgvs$})dIwNRvshsZ&NmkEsMpr-67NaBr452lIc%3uoP%_rH3 z9tHgKw8gfrT3RnZnaL#4+FqVlD~@c;jLiPO4-Q=?DtGLzP% z;X6&|vIuR;sd)U1&p7_qe{Z2%w`Yetu6pztX3`iMH^k9n=f;dLp8c;6{mLLLp_JCO8ZgfIP8(jB|LWm?JksFRu=?>?$j>{KRrJVYD+h+tE}Z6s 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b/site/content/en/docs/_index.md index b32718c3ff..10bd4ba152 100644 --- a/site/content/en/docs/_index.md +++ b/site/content/en/docs/_index.md @@ -16,6 +16,7 @@ minikube quickly sets up a local Kubernetes cluster on macOS, Linux, and Windows ## Highlights * Supports the latest Kubernetes release (+6 previous minor versions) +* Supports GPUs for AI developement ([nvidia]({{< ref "/docs/tutorials/nvidia.md" >}}), [amd]({{< ref "/docs/tutorials/amd.md" >}}), [apple]({{< ref "/docs/tutorials/ai-playground.md" >}})) * Cross-platform (Linux, macOS, Windows) * Deploy as a VM, a container, or on bare-metal * Multiple container runtimes (CRI-O, containerd, docker)