fix(agent-pod): remote tui session for multi-agent

2026-08-18 15:08:04 -07:00
parent 0fe3d25936
commit afb9b35292
34 changed files with 1874 additions and 27 deletions
@@ -0,0 +1,81 @@
+apiVersion: serving.kserve.io/v1beta1
+kind: InferenceService
+metadata:
+  annotations:
+    serving.kserve.io/deploymentMode: RawDeployment
+  labels:
+    app.kubernetes.io/name: llm-reasoning
+    app.kubernetes.io/part-of: llm-serving
+  name: reasoning
+  namespace: llm-serving
+spec:
+  predictor:
+    containers:
+    - args:
+      - --model=unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit
+      - --served-model-name=reasoning
+      - --quantization=bitsandbytes
+      - --dtype=float16
+      - --kv-cache-dtype=auto
+      - --tensor-parallel-size=1
+      - --max-model-len=16384
+      - --gpu-memory-utilization=0.90
+      - --max-num-seqs=4
+      - --enable-chunked-prefill
+      - --enable-prefix-caching
+      - --reasoning-parser=deepseek_r1
+      - --host=0.0.0.0
+      - --port=8080
+      env:
+      - name: VLLM_USE_FLASHINFER_SAMPLER
+        value: '0'
+      - name: VLLM_ATTENTION_BACKEND
+        value: TRITON_ATTN
+      - name: HF_HOME
+        value: /mnt/models
+      image: vllm/vllm-openai:v0.11.0@sha256:014a95f21c9edf6abe0aea6b07353f96baa4ec291c427bb1176dc7c93a85845c
+      name: kserve-container
+      ports:
+      - containerPort: 8080
+        protocol: TCP
+      readinessProbe:
+        httpGet:
+          path: /health
+          port: 8080
+        periodSeconds: 10
+      resources:
+        limits:
+          cpu: '16'
+          memory: 16Gi
+          nvidia.com/gpu: '1'
+        requests:
+          cpu: '8'
+          memory: 8Gi
+          nvidia.com/gpu: '1'
+      startupProbe:
+        failureThreshold: 80
+        httpGet:
+          path: /health
+          port: 8080
+        periodSeconds: 15
+      volumeMounts:
+      - mountPath: /mnt/models
+        name: models
+      - mountPath: /dev/shm
+        name: shm
+    deploymentStrategy:
+      type: Recreate
+    maxReplicas: 2
+    minReplicas: 2
+    nodeSelector:
+      kubernetes.io/hostname: worker-1
+    runtimeClassName: nvidia
+    volumes:
+    - name: models
+      persistentVolumeClaim:
+        claimName: llm-models
+    - emptyDir:
+        medium: Memory
+        sizeLimit: 2Gi
+      name: shm
+