Files
edge-gitops/clusters/k3s-dgx/nim-service/qwen.yaml
2026-05-07 14:54:30 -05:00

123 lines
2.7 KiB
YAML

apiVersion: apps.nvidia.com/v1alpha1
kind: NIMCache
metadata:
name: qwen3-32b-instruct
namespace: nim-service
spec:
source:
ngc:
modelPuller: nvcr.io/nim/qwen/qwen3-32b-dgx-spark:1.1.0-variant
pullSecret: ngc-secret
authSecret: ngc-api-secret
model:
engine: "vllm"
tensorParallelism: "1"
profiles:
- c4f105d92c72ab56200884dfacde9d2128b139755c06b9c883eeb3e287b7408a
storage:
pvc:
create: true
size: "100Gi"
volumeAccessMode: ReadWriteOnce
---
apiVersion: apps.nvidia.com/v1alpha1
kind: NIMCache
metadata:
name: qwen36-27b-fp8
namespace: nim-service
spec:
source:
hf:
endpoint: "https://huggingface.co"
namespace: "Qwen"
authSecret: hf-api-secret
modelPuller: nvcr.io/nim/nvidia/llm-nim:1.12
pullSecret: ngc-secret
modelName: "Qwen3.6-27B-FP8"
storage:
pvc:
create: true
size: "50Gi"
volumeAccessMode: ReadWriteOnce
---
apiVersion: apps.nvidia.com/v1alpha1
kind: NIMService
metadata:
name: qwen36-27b-fp8
namespace: nim-service
spec:
args:
- "--gpu-memory-utilization=0.85"
- "--served-model-name=qwen36"
- "--max-model-len=256K"
- "--language-model-only"
- "--reasoning-parser=qwen3"
- "--enable-auto-tool-choice"
- "--tool-call-parser=qwen3_coder"
- "--enable-chunked-prefill"
- "--max-num-batched-tokens=32768"
- "--max-num-seqs=10"
- "--enable-prefix-caching"
- '--speculative-config={"method":"mtp","num_speculative_tokens":2}'
image:
repository: nvcr.io/nim/nvidia/llm-nim
tag: "1.12"
pullPolicy: IfNotPresent
pullSecrets:
- ngc-secret
authSecret: ngc-api-secret
storage:
nimCache:
name: qwen36-27b-fp8
replicas: 1
resources:
limits:
nvidia.com/gpu: 1
expose:
service:
type: ClusterIP
port: 8000
---
apiVersion: gateway.networking.k8s.io/v1
kind: HTTPRoute
metadata:
name: llm-route
namespace: nim-service
spec:
parentRefs:
- name: envoy-gateway
namespace: default
hostnames:
- "mcp.corredorconect.com"
rules:
- matches:
- path:
type: PathPrefix
value: /
backendRefs:
- name: qwen3-32b-instruct
port: 8000
timeouts:
request: 600s
backendRequest: 600s
---
apiVersion: gateway.envoyproxy.io/v1alpha1
kind: SecurityPolicy
metadata:
name: llm-bearer-auth
namespace: nim-service
spec:
targetRefs:
- group: gateway.networking.k8s.io
kind: HTTPRoute
name: llm-route
apiKeyAuth:
credentialRefs:
- group: ""
kind: Secret
name: mcp-bearer-token
extractFrom:
- headers:
- authorization