diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..c1d1caf8b
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,25 @@
+name: wine-quality
+on: [push]
+jobs:
+  run:
+    runs-on: ubuntu-latest
+    # optionally use a convenient Ubuntu LTS + DVC + CML image
+    # container: ghcr.io/iterative/cml:0-dvc2-base1
+    steps:
+      - uses: actions/checkout@v3
+      # may need to setup NodeJS & Python3 on e.g. self-hosted
+      # - uses: actions/setup-node@v3
+      #   with:
+      #     node-version: '16'
+      # - uses: actions/setup-python@v4
+      #   with:
+      #     python-version: '3.x'
+      - uses: iterative/setup-cml@v1
+      - name: Train model
+        run: |
+          # Your ML workflow goes here
+          pip install -r requirements.txt
+          python train.py
+
+      echo "MODEL METRICS"
+      cat metrics.txt