diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..90110babc
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,24 @@
+name: model-wine-quality
+on: [push]
+jobs:
+  run:
+    runs-on: ubuntu-latest
+    container: docker://ghcr.io/iterative/cml:0-dvc2-base1
+    steps:
+      - uses: actions/checkout@v2
+      - name: Train model
+        env:
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          python train.py
+            
+
+          echo "## Model Metrics" > report.md
+          cat metrics.txt >> report.md
+          
+          echo "## Data Viz" >> report.md
+          cat report.md
+          #cml-publish feature_importance.png --md >> report.md
+          #cml-publish residuals.png --md >> report.md
+          cml-send-comment report.md