diff --git a/.github/workflows/manually_build_for_testing.yml b/.github/workflows/manually_build_for_testing.yml
index 9c729d48..3e272284 100644
--- a/.github/workflows/manually_build_for_testing.yml
+++ b/.github/workflows/manually_build_for_testing.yml
@@ -141,6 +141,35 @@ jobs:
         sudo docker push 10.239.45.10/arda/${image}:${TAG}
         sudo docker rmi -f ${image}:${TAG} 10.239.45.10/arda/${image}:${TAG}
 
+  bigdl-llm-serving-cpu:
+    if: ${{ github.event.inputs.artifact == 'bigdl-llm-serving-cpu' || github.event.inputs.artifact == 'all' }}
+    runs-on: [self-hosted, Shire]
+
+    steps:
+    - uses: actions/checkout@v3
+      with:
+        ref: ${{ github.event.inputs.sha }}
+    - name: docker login
+      run: |
+        docker login -u ${DOCKERHUB_USERNAME} -p ${DOCKERHUB_PASSWORD}
+    - name: bigdl-llm-serving-cpu
+      run: |
+        echo "##############################################################"
+        echo "####### bigdl-llm-serving-cpu ########"
+        echo "##############################################################"
+        export image=intelanalytics/bigdl-llm-serving-cpu
+        cd docker/llm/serving/cpu/docker
+        sudo docker build \
+          --no-cache=true \
+          --build-arg http_proxy=${HTTP_PROXY} \
+          --build-arg https_proxy=${HTTPS_PROXY} \
+          --build-arg no_proxy=${NO_PROXY} \
+          -t ${image}:${TAG} -f ./Dockerfile .
+        sudo docker push ${image}:${TAG}
+        sudo docker tag ${image}:${TAG} 10.239.45.10/arda/${image}:${TAG}
+        sudo docker push 10.239.45.10/arda/${image}:${TAG}
+        sudo docker rmi -f ${image}:${TAG} 10.239.45.10/arda/${image}:${TAG}
+
   bigdl-ppml-gramine-base:
     if: ${{ github.event.inputs.artifact == 'bigdl-ppml-gramine-base' || github.event.inputs.artifact == 'all' }}
     runs-on: [self-hosted, Shire]