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[Runtime] Add NVIDIA-Nemotron-3-Super-120B-A12B-FP8 runtime #610
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22 changes: 22 additions & 0 deletions
22
config/models/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-FP8.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,22 @@ | ||
| apiVersion: ome.io/v1beta1 | ||
| kind: ClusterBaseModel | ||
| metadata: | ||
| name: nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| spec: | ||
| modelCapabilities: | ||
| - TEXT_TO_TEXT | ||
| vendor: nvidia | ||
| disabled: false | ||
| version: "1.0.0" | ||
| displayName: nvidia.NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | ||
| modelFormat: | ||
| name: safetensors | ||
| version: "1.0.0" | ||
| modelFramework: | ||
| name: transformers | ||
| version: "4.57.6" | ||
| modelArchitecture: NemotronHForCausalLM | ||
| storage: | ||
| storageUri: hf://nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | ||
| path: /raid/models/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | ||
| key: "hf-token" |
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209 changes: 209 additions & 0 deletions
209
config/runtimes/vllm/nvidia/nvidia-nemotron-3-super-120b-a12b-fp8-rt.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,209 @@ | ||
| apiVersion: ome.io/v1beta1 | ||
| kind: ClusterServingRuntime | ||
| metadata: | ||
| name: vllm-nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| spec: | ||
| disabled: false | ||
| routerConfig: | ||
| annotations: | ||
| prometheus.io/path: /metrics | ||
| prometheus.io/port: '29000' | ||
| prometheus.io/scrape: 'true' | ||
| labels: | ||
| logging-forward: enabled | ||
| runner: | ||
| name: router | ||
| image: docker.io/lightseekorg/smg:1.4.1 | ||
| ports: | ||
| - containerPort: 8080 | ||
| name: http | ||
| resources: | ||
| limits: | ||
| cpu: "8" | ||
| memory: 16Gi | ||
| args: | ||
| - launch | ||
| - --host | ||
| - 0.0.0.0 | ||
| - --port | ||
| - "8080" | ||
| - --service-discovery | ||
| - --service-discovery-namespace | ||
| - $(NAMESPACE) | ||
| - --service-discovery-port | ||
| - "8080" | ||
| - --selector | ||
| - component=engine ome.io/inferenceservice=$(INFERENCESERVICE_NAME) | ||
| - --model-path | ||
| - $(MODEL_PATH) | ||
| - --chat-template | ||
| - $(MODEL_PATH)/chat_template.jinja | ||
| - --request-id-headers | ||
| - opc-request-id | ||
| - --log-json | ||
| env: | ||
| - name: NAMESPACE | ||
| valueFrom: | ||
| fieldRef: | ||
| fieldPath: metadata.namespace | ||
| - name: INFERENCESERVICE_NAME | ||
| valueFrom: | ||
| fieldRef: | ||
| fieldPath: metadata.labels['ome.io/inferenceservice'] | ||
| - name: VLLM_LOGGING_LEVEL | ||
| value: 'INFO' | ||
| readinessProbe: | ||
| httpGet: | ||
| path: /readiness | ||
| port: 8080 | ||
| failureThreshold: 5 | ||
|
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| periodSeconds: 30 | ||
| timeoutSeconds: 10 | ||
| livenessProbe: | ||
| httpGet: | ||
| path: /liveness | ||
| port: 8080 | ||
| failureThreshold: 5 | ||
| periodSeconds: 30 | ||
| timeoutSeconds: 10 | ||
| startupProbe: | ||
| httpGet: | ||
| path: /health | ||
| port: 8080 | ||
| failureThreshold: 5 | ||
| periodSeconds: 20 | ||
| timeoutSeconds: 10 | ||
| initialDelaySeconds: 30 | ||
| supportedModelFormats: | ||
|
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| - modelFramework: | ||
| name: transformers | ||
| version: "4.57.6" | ||
| modelFormat: | ||
| name: safetensors | ||
| version: "1.0.0" | ||
| modelArchitecture: NemotronHForCausalLM | ||
| quantization: fp8 | ||
| autoSelect: true | ||
| priority: 1 | ||
| modelSizeRange: | ||
| min: 115B | ||
| max: 125B | ||
| protocolVersions: | ||
| - openAI | ||
| engineConfig: | ||
| annotations: | ||
| prometheus.io/scrape: "true" | ||
| prometheus.io/port: "8080" | ||
| prometheus.io/path: "/metrics" | ||
| labels: | ||
| logging-forward: enabled | ||
| tolerations: | ||
| - key: "nvidia.com/gpu" | ||
| operator: "Exists" | ||
| effect: "NoSchedule" | ||
| affinity: | ||
| nodeAffinity: | ||
| requiredDuringSchedulingIgnoredDuringExecution: | ||
| nodeSelectorTerms: | ||
| - matchExpressions: | ||
| - key: node.kubernetes.io/instance-type | ||
| operator: In | ||
| values: | ||
| - BM.GPU.H100.8 | ||
| volumes: | ||
| - name: dshm | ||
| emptyDir: | ||
| medium: Memory | ||
| runner: | ||
| name: ome-container | ||
| image: docker.io/vllm/vllm-openai:v0.20.0 | ||
| ports: | ||
| - containerPort: 8080 | ||
| name: http1 | ||
| protocol: TCP | ||
| command: | ||
| - python3 | ||
| args: | ||
| - -m | ||
| - vllm.entrypoints.openai.api_server | ||
|
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| - --model | ||
| - $(MODEL_PATH) | ||
| - --host | ||
| - 0.0.0.0 | ||
| - --port | ||
| - "8080" | ||
| - --async-scheduling | ||
| - --dtype | ||
| - auto | ||
| - --kv-cache-dtype | ||
| - fp8 | ||
| - --tensor-parallel-size | ||
| - "4" | ||
| - --pipeline-parallel-size | ||
| - "1" | ||
| - --data-parallel-size | ||
| - "1" | ||
| - --max-model-len | ||
| - "1048576" | ||
|
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| - --enable-expert-parallel | ||
| - --trust-remote-code | ||
| - --gpu-memory-utilization | ||
| - "0.9" | ||
| - --max-cudagraph-capture-size | ||
| - "128" | ||
| - --enable-chunked-prefill | ||
| - --mamba-ssm-cache-dtype | ||
| - float32 | ||
| - --served-model-name | ||
| - nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | ||
| - --reasoning-parser | ||
| - nemotron_v3 | ||
| - --enable-auto-tool-choice | ||
| - --tool-call-parser | ||
| - qwen3_coder | ||
| - --chat-template | ||
| - $(MODEL_PATH)/chat_template.jinja | ||
| env: | ||
| - name: VLLM_ENGINE_READY_TIMEOUT_S | ||
| value: '3600' | ||
| - name: VLLM_LOGGING_LEVEL | ||
| value: 'INFO' | ||
| - name: VLLM_ALLOW_LONG_MAX_MODEL_LEN | ||
| value: '1' | ||
| volumeMounts: | ||
| - mountPath: /dev/shm | ||
| name: dshm | ||
| resources: | ||
| requests: | ||
| cpu: 64 | ||
| memory: 256Gi | ||
| nvidia.com/gpu: 4 | ||
| limits: | ||
| cpu: 64 | ||
| memory: 256Gi | ||
| nvidia.com/gpu: 4 | ||
| readinessProbe: | ||
| httpGet: | ||
| path: /health | ||
| port: 8080 | ||
| failureThreshold: 3 | ||
| successThreshold: 1 | ||
| periodSeconds: 90 | ||
| timeoutSeconds: 60 | ||
| livenessProbe: | ||
| httpGet: | ||
| path: /health | ||
| port: 8080 | ||
| failureThreshold: 5 | ||
| successThreshold: 1 | ||
| periodSeconds: 60 | ||
| timeoutSeconds: 60 | ||
| startupProbe: | ||
| httpGet: | ||
| path: /health | ||
| port: 8080 | ||
| failureThreshold: 190 | ||
| successThreshold: 1 | ||
| periodSeconds: 6 | ||
| initialDelaySeconds: 60 | ||
| timeoutSeconds: 30 | ||
16 changes: 16 additions & 0 deletions
16
config/samples/isvc/nvidia/nvidia-nemotron-3-super-120b-a12b-fp8.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| apiVersion: ome.io/v1beta1 | ||
| kind: InferenceService | ||
| metadata: | ||
| name: nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| namespace: nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| spec: | ||
| model: | ||
| name: nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| runtime: | ||
| name: vllm-nvidia-nemotron-3-super-120b-a12b-fp8 | ||
| engine: | ||
| minReplicas: 1 | ||
| maxReplicas: 1 | ||
| router: | ||
| minReplicas: 1 | ||
| maxReplicas: 1 |
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