diff --git a/.github/workflows/xpu_ci.yml b/.github/workflows/xpu_ci.yml
new file mode 100644
index 0000000000..cac51fafe9
--- /dev/null
+++ b/.github/workflows/xpu_ci.yml
@@ -0,0 +1,75 @@
+name: CI_XPU
+
+on:
+  pull_request:
+    branches:
+      - develop
+    paths-ignore:
+      - '**.md'
+      - '**.txt'
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.event.pull_request.number }}-xpu-ci
+  cancel-in-progress: true
+
+jobs:
+  CI_XPU:
+    timeout-minutes: 60
+    runs-on: [self-hosted, XPU-P800-2Card]
+    steps:
+      - name: Print current runner name
+        run: |
+          echo "Current runner name: ${{ runner.name }}"
+      # Because the system version is lower than 2.23, the checkout cannot be used.
+      # - name: Checkout code
+      #   uses: actions/checkout@v4
+
+      - name: Code Checkout
+        env:
+          docker_image: ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/fastdeploy-xpu:2.3.0
+        run: |
+          REPO="https://github.com/${{ github.repository }}.git"
+          FULL_REPO="${{ github.repository }}"
+          REPO_NAME="${FULL_REPO##*/}"
+          BASE_BRANCH="${{ github.base_ref }}"
+          # Clean the repository directory before starting
+          docker run --rm --net=host -v $(pwd):/workspace -w /workspace \
+          -e "REPO_NAME=${REPO_NAME}" \
+          -e "BASE_BRANCH=${BASE_BRANCH}" \
+          ${docker_image} /bin/bash -c '
+            if [ -d ${REPO_NAME} ]; then
+              echo "Directory ${REPO_NAME} exists, removing it..."
+              rm -rf ${REPO_NAME}
+            fi
+          '
+          git config --global user.name "PaddleCI"
+          git config --global user.email "paddle_ci@example.com"
+          git clone ${REPO} ${REPO_NAME} -b ${BASE_BRANCH}
+          cd PaddleX
+          if [ "${{ github.event_name }}" = "pull_request" ]; then
+            git fetch origin pull/${{ github.event.pull_request.number }}/head:pr/${{ github.event.pull_request.number }}
+            git merge pr/${{ github.event.pull_request.number }}
+            git log -n 3 --oneline
+          else
+            git checkout ${{ github.sha }}
+            git log -n 3 --oneline
+          fi
+
+      - name: Run CI unittest
+        env:
+          docker_image: ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/fastdeploy-xpu:2.3.0
+        run: |
+          runner_name="${{ runner.name }}"
+          PARENT_DIR=$(dirname "$WORKSPACE")
+          echo "PARENT_DIR:$PARENT_DIR"
+          docker run --rm --net=host --cap-add=SYS_PTRACE --privileged --shm-size=64G  \
+          -v $(pwd):/workspace -w /workspace \
+          -e "http_proxy=$(git config --global --get http.proxy)" \
+          -e "https_proxy=$(git config --global --get https.proxy)" \
+          -e "no_proxy=bcebos.com,mirrors.tuna.tsinghua.edu.cn,127.0.0.1,localhost" \
+           ${docker_image} /bin/bash -c "
+          git config --global --add safe.directory /workspace/PaddleX
+          cd PaddleX
+          bash tests/run_xpu_ci.sh
+          "
diff --git a/tests/run_xpu_ci.sh b/tests/run_xpu_ci.sh
new file mode 100644
index 0000000000..0e71b47c9c
--- /dev/null
+++ b/tests/run_xpu_ci.sh
@@ -0,0 +1,16 @@
+wget https://paddle-model-ecology.bj.bcebos.com/paddlex/tmp/PaddleTest.tar
+tar -xf PaddleTest.tar && rm -rf  PaddleTest.tar 
+xpu-smi 
+python --version
+python -m pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
+python -m pip install https://paddle-qa.bj.bcebos.com/paddle-pipeline/Develop-TagBuild-Training-Linux-Xpu-P800-SelfBuiltPypiUse/latest/paddlepaddle_xpu-0.0.0-cp310-cp310-linux_x86_64.whl
+python -c "import paddle; paddle.version.show()"
+cp -r PaddleTest/models/PaddleX/ci ./
+export DEVICE_ID=6,7
+export PADDLE_PDX_DISABLE_DEV_MODEL_WL=true
+export MEM_SIZE=32
+export DEVICE_TYPE=xpu
+rm -rf  ci/pr_list.txt
+mv ci/pr_list_xpu.txt  ci/pr_list.txt
+export PIP_DEFAULT_RETRIES=1
+bash ci/ci_run.sh