diff --git a/.github/workflows/citest.yaml b/.github/workflows/citest.yaml
new file mode 100644
index 00000000..65cde97e
--- /dev/null
+++ b/.github/workflows/citest.yaml
@@ -0,0 +1,55 @@
+name: citest
+
+on:
+  push:
+    branches:
+      - master
+      - "release/**"
+    paths-ignore:
+      - "setup.*"
+      - "requirements.txt"
+      - "requirements/**"
+      - "docs/**"
+      - "tools/**"
+      - ".dev_scripts/**"
+      - "README.md"
+      - "README_zh-CN.md"
+      - "NOTICE"
+      - ".github/workflows/lint.yaml"
+      - ".github/workflows/publish.yaml"
+
+  pull_request:
+    paths-ignore:
+      - "setup.*"
+      - "requirements.txt"
+      - "requirements/**"
+      - "docs/**"
+      - "tools/**"
+      - ".dev_scripts/**"
+      - "README.md"
+      - "README_zh-CN.md"
+      - "NOTICE"
+      - ".github/workflows/lint.yaml"
+      - ".github/workflows/publish.yaml"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  unittest:
+    # The type of runner that the job will run on
+    runs-on: [modelscope-self-hosted]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+        with:
+            lfs: 'true'
+      - name: Checkout LFS objects
+        run: git lfs checkout
+      - name: Run unittest
+        shell: bash
+        run: |
+          set -e
+          source ~/ci_env.sh
+          bash .dev_scripts/dockerci.sh  
diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
new file mode 100644
index 00000000..1ac76975
--- /dev/null
+++ b/.github/workflows/lint.yaml
@@ -0,0 +1,24 @@
+name: Lint test
+
+on: [push, pull_request]
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python 3.6
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.6
+      - name: Install pre-commit hook
+        run: |
+          pip install pre-commit
+          cp .github/hooks/pre-commit .git/hooks/
+      - name: Linting
+        run: pre-commit run --all-files
+