diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..ec1ae2483
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,19 @@
+name: model-wine-quality
+on: [push]
+jobs:
+  run:
+    runs-on: [ubuntu-latest]
+    container: docker://dvcorg/cml-py3:latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: cml_run
+        env:
+          repo_tokens: ${{ secrets.GITHUB_TOKEN }}
+        run:  |
+          # ML workflow
+          pip install -r requirements.txt
+          python train.py
+
+          echo "MODEL METRICS"
+          cat metrics.txt
+