diff --git a/AI/cuda/12.1.1/23/base/Dockerfile b/AI/cuda/12.1.1/23/base/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..abfabc88de13daf5b7089b51be1b3eac34b552a7
--- /dev/null
+++ b/AI/cuda/12.1.1/23/base/Dockerfile
@@ -0,0 +1,11 @@
+FROM registry.openanolis.cn/openanolis/anolisos:23
+
+LABEL \
+    maintainer="OpenAnolis AI SIG" \
+    org.opencontainers.image.title="cuda base with cudart" \
+    org.opencontainers.image.version="12.1.1-23-base"
+
+RUN dnf install anolis-epao-release -y
+RUN dnf install cuda-cudart-12-1 cuda-compat-12-1 -y
+
+CMD ["/bin/bash"]
diff --git a/AI/cuda/README.md b/AI/cuda/README.md
index 62e41b38330884251be837d4d2efcc85ee6e32cd..60b40c8bd799578be0a46af56b041328470bb16b 100644
--- a/AI/cuda/README.md
+++ b/AI/cuda/README.md
@@ -7,6 +7,12 @@
 
 # Supported tags and respective `Dockerfile` links
 
+Three flavors of cuda images are provides:
+* base: includes CUDA runtime(cudart)
+* runtime: based on base and includes CUDA libraries.
+* devel: based on runtime and includes headers and development tools.
+
+- [`12.1.1-23-base`](https://gitee.com/anolis/anolis-container/AI/blob/master/cuda/12.1.1/23/base/Dockerfile)
 - [`12.1.1-23-runtime`](https://gitee.com/anolis/anolis-container/AI/blob/master/cuda/12.1.1/23/runtime/Dockerfile)
 - [`12.1.1-23-devel`](https://gitee.com/anolis/anolis-container/AI/blob/master/cuda/12.1.1/23/devel/Dockerfile)
 
@@ -25,6 +31,7 @@ docker buildx build -t "openanolis/cuda:$VERSION" --platform linux/amd64,linux/a
 
 ## Start a cuda instance
 ```shell
+docker run --name cuda-base-test openanolis/cuda:12.1.1-23-base
 docker run --name cuda-runtime-test openanolis/cuda:12.1.1-23-runtime
 docker run --name cuda-devel-test openanolis/cuda:12.1.1-23-devel
 ```
diff --git a/AI/cuda/buildspec.yml b/AI/cuda/buildspec.yml
index 1dc0aca9c867a111b2656156dddeee5bf8e16551..7ee27a411880bc07b4eb8cd899fd2cd569bdb998 100644
--- a/AI/cuda/buildspec.yml
+++ b/AI/cuda/buildspec.yml
@@ -22,6 +22,18 @@ t-one:
 # 构建镜像配置
 images:
   # 分组名称，支持自定义
+  BuildCudaBaseDockerImage:
+  # 定义是否构建参数
+    build: true
+    docker_file:
+      path: AI/cuda/12.1.1/23/base/Dockerfile
+      scene:
+        args: []
+        tags: [12.1.1-23-base]
+        registry: [*ACR_PROD]
+      # 测试配置
+      test_config: [*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, '', *CLOUD_SERVER_TAG[0], '']
+  # 分组名称，支持自定义
   BuildCudaRuntimeDockerImage:
   # 定义是否构建参数
     build: true