diff --git a/plugins/pytorch/config.yaml b/plugins/pytorch/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ce3465e833b0bb56df6cc4aeba1973a8dd030af7
--- /dev/null
+++ b/plugins/pytorch/config.yaml
@@ -0,0 +1,30 @@
+all:
+  hosts:
+    # k8s master 节点
+    # ================ 本地部署 =====================
+    localhost:
+      ansible_connection: local
+    # ================ 远端部署 =====================
+    # host1:
+    #   ansible_host: 127.0.0.1      # 远端IP
+    #   ansible_port: 22             # 端口号
+    #   ansible_user: root           # 用户名
+    #   ansible_password: PASSWORD   # 密码
+  
+  vars:
+    ansible_ssh_common_args: '-o StrictHostKeyChecking=no'
+    
+    # ================ demo1: pytorch with http.server =====================
+    kubectl_apply: pytorch-deployment.yaml
+    namespace: pytorch-namespace
+    replicas: 1
+    containers:
+      http:
+        name: http-container
+        image: hub.oepkgs.net/oedeploy/pytorch/pytorch:latest  # amd64
+        # image: hub.oepkgs.net/oedeploy/pytorch/torchserve:latest-arm64  # arm64
+      workspace_mount: /tmp
+    service:
+      port: 8080
+      target_port: 8080
+      node_port: 30699
diff --git a/plugins/pytorch/doc/readme.md b/plugins/pytorch/doc/readme.md
new file mode 100644
index 0000000000000000000000000000000000000000..18ec0f08ee6e7665f914565f82ff53d68e47db75
--- /dev/null
+++ b/plugins/pytorch/doc/readme.md
@@ -0,0 +1,96 @@
+# 使用 oeDeploy 基于 k8s 集群部署Pytorch
+
+
+1. 准备一个k8s集群
+
+2. 下载oedp命令行工具，并用yum安装。如有更新的oedp版本，可以选择新版本。
+
+   ````bash
+   # x86_64:
+   wget https://repo.oepkgs.net/openEuler/rpm/openEuler-24.03-LTS/contrib/oedp/x86_64/Packages/oedp-1.0.0-20250208.x86_64.rpm
+   yum install -y oedp-1.0.0-20250208.x86_64.rpm
+   # aarch64:
+   wget https://repo.oepkgs.net/openEuler/rpm/openEuler-24.03-LTS/contrib/oedp/aarch64/Packages/oedp-1.0.0-20250208.aarch64.rpm
+   yum install -y oedp-1.0.0-20250208.aarch64.rpm
+   ````
+
+3. 根据实际情况，修改config.yaml
+   请确保目标节点为k8s的master节点
+   `kubectl_apply`需要与workspace下的playbook对应。
+
+4. 一键部署
+   ````bash
+   oedp run install -p pytorch  # -p <插件目录>
+   ````
+
+5. 一键卸载
+   ````bash
+   oedp run uninstall -p pytorch  # -p <插件目录>
+   ````
+
+
+
+## demo
+
+- config.yaml
+  ````yaml
+  all:
+    hosts:
+      localhost:
+        ansible_connection: local
+    vars:
+      ansible_ssh_common_args: '-o StrictHostKeyChecking=no'
+      # ================ demo1: pytorch with http.server =====================
+      kubectl_apply: pytorch-deployment.yaml
+      namespace: pytorch-namespace
+      replicas: 1
+      containers:
+        http:
+          name: http-container
+          image: hub.oepkgs.net/oedeploy/pytorch/pytorch:latest  # amd64
+          # image: hub.oepkgs.net/oedeploy/pytorch/torchserve:latest-arm64  # arm64
+        workspace_mount: /tmp
+      service:
+        port: 8080
+        target_port: 8080
+        node_port: 30699
+  ````
+  
+- 查看pod
+
+    ````bash
+    kubectl get pods -n pytorch-namespace
+    ````
+
+    ````
+    NAME                                 READY   STATUS    RESTARTS   AGE
+    pytorch-deployment-db5d59bcb-ptqnp   1/1     Running   0          15m
+    ````
+
+- 查看端口映射，并访问
+
+    ````bash
+    kubectl get svc -n pytorch-namespace
+    ````
+
+    ````
+    NAME              TYPE       CLUSTER-IP     EXTERNAL-IP   PORT(S)        AGE
+    pytorch-service   NodePort   10.96.50.156   <none>        80:30699/TCP   15m
+    ````
+
+    ````
+    http://x.x.x.x:30699/  # master所在节点
+    ````
+
+- 进入pod
+
+    ````bash
+    kubectl exec -n pytorch-namespace -it pytorch-deployment-db5d59bcb-ptqnp -- /bin/bash
+    ````
+
+- 打印PyTorch信息
+
+    ````bash
+    python -c "import torch; print(torch.__version__); print(torch.tensor([1.0, 2.0, 3.0]) + torch.tensor([4.0, 5.0, 6.0]))"
+    ````
+
diff --git a/plugins/pytorch/main.yaml b/plugins/pytorch/main.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f4005c94f6ce56fd2145d523782d8accbba3a316
--- /dev/null
+++ b/plugins/pytorch/main.yaml
@@ -0,0 +1,16 @@
+name: pytorch
+version: 1.0.0
+description: pytorch
+action:
+  install:
+    description: install pytorch
+    tasks:
+      - name: install pytorch
+        playbook: install.yaml
+        scope: all
+  uninstall:
+    description: uninstall pytorch
+    tasks:
+    - name: uninstall pytorch
+      playbook: uninstall.yaml
+      scope: all
\ No newline at end of file
diff --git a/plugins/pytorch/workspace/install.yaml b/plugins/pytorch/workspace/install.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1b6f39007ac48cfda9a9bfe629b9318f3d9b62a6
--- /dev/null
+++ b/plugins/pytorch/workspace/install.yaml
@@ -0,0 +1,19 @@
+---
+- name: Deploy Pytorch on Kubernetes
+  hosts: all
+  tasks:
+    - name: Ensure /tmp exists
+      file:
+        path: /tmp
+        state: directory
+
+    - name: Copy and render the kubectl_apply file with variables from config.yaml
+      template:
+        src: "{{ kubectl_apply }}"
+        dest: "/tmp/{{ kubectl_apply }}"
+        mode: '0644'
+
+    - name: Apply the Kubernetes deployment using kubectl
+      command:
+        cmd: kubectl apply -f "/tmp/{{ kubectl_apply }}"
+        warn: false
\ No newline at end of file
diff --git a/plugins/pytorch/workspace/pytorch-deployment.yaml b/plugins/pytorch/workspace/pytorch-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..fdd4d3cbd457813d04236da0a3248bd893933ac5
--- /dev/null
+++ b/plugins/pytorch/workspace/pytorch-deployment.yaml
@@ -0,0 +1,61 @@
+---
+apiVersion: v1
+kind: Namespace
+metadata:
+  name: {{ namespace }}
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: pytorch-deployment
+  namespace: {{ namespace }}
+  labels:
+    app: pytorch
+spec:
+  replicas: {{ replicas }}
+  selector:
+    matchLabels:
+      app: pytorch
+  template:
+    metadata:
+      labels:
+        app: pytorch
+    spec:
+      containers:
+      - name: {{ containers.http.name }}
+        image: {{ containers.http.image }}
+        ports:
+        - containerPort: {{ service.port }}
+        volumeMounts:
+        - mountPath: /workspace
+          name: pytorch-workspace
+        command: ["python"]
+        args: ["-m", "http.server", "{{ service.port }}"]
+        resources:
+          requests:
+            cpu: "500m"
+            memory: "512Mi"
+          limits:
+            cpu: "1"
+            memory: "1Gi"
+      volumes:
+      - name: pytorch-workspace
+        hostPath:
+          path: {{ containers.workspace_mount }}
+          type: Directory
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: pytorch-service
+  namespace: {{ namespace }}
+spec:
+  type: NodePort
+  selector:
+    app: pytorch
+  ports:
+  - name: http-port
+    protocol: TCP
+    port: {{ service.port }}
+    targetPort: {{ service.target_port }}
+    nodePort: {{ service.node_port }}
\ No newline at end of file
diff --git a/plugins/pytorch/workspace/uninstall.yaml b/plugins/pytorch/workspace/uninstall.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..269d7fb5c1c162d1352098ea5eed3e65ec2f7f3b
--- /dev/null
+++ b/plugins/pytorch/workspace/uninstall.yaml
@@ -0,0 +1,8 @@
+---
+- name: Uninstall Pytorch on Kubernetes
+  hosts: all
+  tasks:
+    - name: uninstall the Pytorch using kubectl
+      command:
+        cmd: kubectl delete -f "/tmp/{{ kubectl_apply }}"
+        warn: false
\ No newline at end of file