diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/glm5/zai-org-glm-5-fp8-nvidia-h200-sxm-tp8-moe-tp8.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/glm5/zai-org-glm-5-fp8-nvidia-h200-sxm-tp8-moe-tp8.helm.yaml
new file mode 100644
index 0000000..4c26611
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/glm5/zai-org-glm-5-fp8-nvidia-h200-sxm-tp8-moe-tp8.helm.yaml
@@ -0,0 +1,50 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-glm5-zai-org-glm-5-fp8-nvidia-h200-sxm-tp8-moe-tp8
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: zai-org
+    mif.moreh.io/model.name: glm-5-fp8
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: h200-sxm
+    mif.moreh.io/parallelism: "tp8-moe-tp8"
+spec:
+  framework: vllm
+  model:
+    name: zai-org/GLM-5-FP8
+  parallelism:
+    tensor: 8
+  template:
+    spec:
+      containers:
+        - name: main
+          # glm_moe_dsa arch is not supported in official vLLM.
+          # CUDA driver 580+ clusters may need a custom image override
+          # in InferenceService (e.g. dev.local/vllm-glm5:final).
+          image: vllm/vllm-openai:glm5
+          env:
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --tool-call-parser glm47
+                --reasoning-parser glm45
+                --enable-auto-tool-choice
+                --max-model-len -1
+                --gpu-memory-utilization 0.85
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "8"
+            limits:
+              nvidia.com/gpu: "8"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: h200-sxm
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/deepseek-ai-deepseek-v3.2-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/deepseek-ai-deepseek-v3.2-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml
new file mode 100644
index 0000000..197c7a1
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/deepseek-ai-deepseek-v3.2-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml
@@ -0,0 +1,48 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-deepseek-ai-deepseek-v3.2-nvidia-h200-sxm-dp8-moe-ep8
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: deepseek-ai
+    mif.moreh.io/model.name: deepseek-v3.2
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: h200-sxm
+    mif.moreh.io/parallelism: "dp8-moe-ep8"
+spec:
+  framework: vllm
+  model:
+    name: deepseek-ai/DeepSeek-V3.2
+  parallelism:
+    data: 8
+    expert: true
+  workerTemplate:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --tokenizer-mode deepseek_v32
+                --tool-call-parser deepseek_v32
+                --reasoning-parser deepseek_v3
+                --enable-auto-tool-choice
+                --max-model-len -1
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "8"
+            limits:
+              nvidia.com/gpu: "8"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: h200-sxm
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/nvidia-nvidia-nemotron-3-super-120b-a12b-fp8-nvidia-h200-sxm-tp2-moe-tp2.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/nvidia-nvidia-nemotron-3-super-120b-a12b-fp8-nvidia-h200-sxm-tp2-moe-tp2.helm.yaml
new file mode 100644
index 0000000..b24d246
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/nvidia-nvidia-nemotron-3-super-120b-a12b-fp8-nvidia-h200-sxm-tp2-moe-tp2.helm.yaml
@@ -0,0 +1,45 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-nvidia-nvidia-nemotron-3-super-120b-a12b-fp8-nvidia-h200-sxm-tp2-moe-tp2
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: nvidia
+    mif.moreh.io/model.name: nvidia-nemotron-3-super-120b-a12b-fp8
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: h200-sxm
+    mif.moreh.io/parallelism: "tp2-moe-tp2"
+spec:
+  framework: vllm
+  model:
+    name: nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-FP8
+  parallelism:
+    tensor: 2
+  template:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --max-model-len -1
+                --mamba-ssm-cache-dtype float16
+                --enable-chunked-prefill
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "2"
+            limits:
+              nvidia.com/gpu: "2"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: h200-sxm
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/openai-gpt-oss-120b-nvidia-h100-nvl-tp2-moe-tp2.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/openai-gpt-oss-120b-nvidia-h100-nvl-tp2-moe-tp2.helm.yaml
new file mode 100644
index 0000000..cab9930
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/openai-gpt-oss-120b-nvidia-h100-nvl-tp2-moe-tp2.helm.yaml
@@ -0,0 +1,44 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-openai-gpt-oss-120b-nvidia-h100-nvl-tp2-moe-tp2
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: openai
+    mif.moreh.io/model.name: gpt-oss-120b
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: h100-nvl
+    mif.moreh.io/parallelism: "tp2-moe-tp2"
+spec:
+  framework: vllm
+  model:
+    name: openai/gpt-oss-120b
+  parallelism:
+    tensor: 2
+  template:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --max-model-len -1
+                --max-num-seqs 128
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "2"
+            limits:
+              nvidia.com/gpu: "2"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: h100-nvl
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-27b-fp8-nvidia-l40s-1.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-27b-fp8-nvidia-l40s-1.helm.yaml
new file mode 100644
index 0000000..cd36dd8
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-27b-fp8-nvidia-l40s-1.helm.yaml
@@ -0,0 +1,45 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-qwen-qwen3.5-27b-fp8-nvidia-l40s-1
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: qwen
+    mif.moreh.io/model.name: qwen3.5-27b-fp8
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: l40s
+    mif.moreh.io/parallelism: "1"
+spec:
+  framework: vllm
+  model:
+    name: Qwen/Qwen3.5-27B-FP8
+  template:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: VLLM_USE_DEEP_GEMM
+              value: "0"
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --max-model-len -1
+                --enforce-eager
+                --reasoning-parser qwen3
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "1"
+            limits:
+              nvidia.com/gpu: "1"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: l40s
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-397b-a17b-fp8-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-397b-a17b-fp8-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml
new file mode 100644
index 0000000..ad3ef7f
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-397b-a17b-fp8-nvidia-h200-sxm-dp8-moe-ep8.helm.yaml
@@ -0,0 +1,47 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-qwen-qwen3.5-397b-a17b-fp8-nvidia-h200-sxm-dp8-moe-ep8
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: qwen
+    mif.moreh.io/model.name: qwen3.5-397b-a17b-fp8
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: h200-sxm
+    mif.moreh.io/parallelism: "dp8-moe-ep8"
+spec:
+  framework: vllm
+  model:
+    name: Qwen/Qwen3.5-397B-A17B-FP8
+  parallelism:
+    data: 8
+    expert: true
+  workerTemplate:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: VLLM_USE_DEEP_GEMM
+              value: "0"
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --max-model-len -1
+                --reasoning-parser qwen3
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "8"
+            limits:
+              nvidia.com/gpu: "8"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: h200-sxm
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule
diff --git a/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-9b-nvidia-l40s-1.helm.yaml b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-9b-nvidia-l40s-1.helm.yaml
new file mode 100644
index 0000000..7e829f4
--- /dev/null
+++ b/deploy/helm/moai-inference-preset/templates/presets/vllm/v0.17.0/qwen-qwen3.5-9b-nvidia-l40s-1.helm.yaml
@@ -0,0 +1,44 @@
+apiVersion: odin.moreh.io/v1alpha1
+kind: InferenceServiceTemplate
+metadata:
+  name: vllm-v0.17.0-qwen-qwen3.5-9b-nvidia-l40s-1
+  namespace: {{ include "common.names.namespace" . }}
+  labels:
+    {{- include "mif.preset.labels" . | nindent 4 }}
+    mif.moreh.io/model.org: qwen
+    mif.moreh.io/model.name: qwen3.5-9b
+    mif.moreh.io/role: e2e
+    mif.moreh.io/accelerator.vendor: nvidia
+    mif.moreh.io/accelerator.model: l40s
+    mif.moreh.io/parallelism: "1"
+spec:
+  framework: vllm
+  model:
+    name: Qwen/Qwen3.5-9B
+  template:
+    spec:
+      containers:
+        - name: main
+          image: vllm/vllm-openai:v0.17.0
+          env:
+            - name: VLLM_USE_DEEP_GEMM
+              value: "0"
+            - name: ISVC_EXTRA_ARGS
+              value: >-
+                --trust-remote-code
+                --max-model-len -1
+                --reasoning-parser qwen3
+                --disable-uvicorn-access-log
+                --no-enable-log-requests
+          resources:
+            requests:
+              nvidia.com/gpu: "1"
+            limits:
+              nvidia.com/gpu: "1"
+      nodeSelector:
+        moai.moreh.io/accelerator.vendor: nvidia
+        moai.moreh.io/accelerator.model: l40s
+      tolerations:
+        - key: nvidia.com/gpu
+          operator: Exists
+          effect: NoSchedule