redeploy qwen3.6 27b

llamacpp/deployment-qwen36-27b.yaml

@@ -0,0 +1,139 @@
+# Qwen3.6-27B (dense, Q4_K_XL) served by llama.cpp alongside DeepSeek.
+# The model is fully offloaded to the NUCBox Radeon 8060S; Qwen weights and
+# DeepSeek weights share the llamacpp-models hostPath PVC.
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: llamacpp-qwen36-27b
+  namespace: llamacpp
+  labels:
+    app: llamacpp
+    model: qwen3.6-27b
+spec:
+  replicas: 1
+  strategy:
+    type: Recreate
+  selector:
+    matchLabels:
+      app: llamacpp
+      model: qwen3.6-27b
+  template:
+    metadata:
+      labels:
+        app: llamacpp
+        model: qwen3.6-27b
+    spec:
+      nodeSelector:
+        kubernetes.io/arch: amd64
+        hardware: high-memory
+      initContainers:
+      - name: fetch-model
+        image: alpine:3.20
+        command: ["/bin/sh", "-c"]
+        args:
+        - |
+          set -e
+          if [ -s "/models/$MODEL_FILE" ]; then
+            echo "Model $MODEL_FILE already present — skipping download."
+            exit 0
+          fi
+          echo "Installing curl..."
+          apk add --no-cache curl
+          echo "Downloading $MODEL_FILE from $MODEL_URL ..."
+          curl -fL --retry 5 --retry-delay 5 -o "/models/$MODEL_FILE.partial" "$MODEL_URL"
+          mv "/models/$MODEL_FILE.partial" "/models/$MODEL_FILE"
+          echo "Download complete: $(ls -lh /models/$MODEL_FILE)"
+        env:
+        - name: MODEL_URL
+          value: "https://huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF/resolve/main/Qwen3.6-27B-UD-Q4_K_XL.gguf"
+        - name: MODEL_FILE
+          value: "Qwen3.6-27B-UD-Q4_K_XL.gguf"
+        volumeMounts:
+        - name: models
+          mountPath: /models
+      containers:
+      - name: llama-server
+        image: ghcr.io/ggml-org/llama.cpp:server-vulkan
+        imagePullPolicy: IfNotPresent
+        args:
+        - -m
+        - /models/Qwen3.6-27B-UD-Q4_K_XL.gguf
+        - --alias
+        - qwen3.6-27b
+        - --host
+        - 0.0.0.0
+        - --port
+        - "8080"
+        - --jinja
+        - -ngl
+        - "999"
+        - -c
+        - "131072"
+        - -np
+        - "1"
+        - --cont-batching
+        - --cache-type-k
+        - q8_0
+        - --cache-type-v
+        - q8_0
+        - --threads
+        - "8"
+        ports:
+        - name: http
+          containerPort: 8080
+        resources:
+          requests:
+            cpu: "1000m"
+            memory: 2Gi
+          limits:
+            cpu: "4000m"
+            memory: 24Gi
+        readinessProbe:
+          httpGet:
+            path: /health
+            port: 8080
+          initialDelaySeconds: 30
+          periodSeconds: 10
+          failureThreshold: 6
+        livenessProbe:
+          httpGet:
+            path: /health
+            port: 8080
+          initialDelaySeconds: 180
+          periodSeconds: 30
+          failureThreshold: 5
+        securityContext:
+          privileged: true
+        volumeMounts:
+        - name: models
+          mountPath: /models
+          readOnly: true
+        - name: dri
+          mountPath: /dev/dri
+      volumes:
+      - name: models
+        persistentVolumeClaim:
+          claimName: llamacpp-models
+      - name: dri
+        hostPath:
+          path: /dev/dri
+          type: Directory
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: llamacpp-qwen36-27b
+  namespace: llamacpp
+  labels:
+    app: llamacpp
+    model: qwen3.6-27b
+spec:
+  type: ClusterIP
+  selector:
+    app: llamacpp
+    model: qwen3.6-27b
+  ports:
+  - name: http
+    port: 80
+    targetPort: 8080