diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
index cf0a62348..a599cee3e 100644
--- a/.github/workflows/cml.yaml
+++ b/.github/workflows/cml.yaml
@@ -27,7 +27,11 @@ jobs:
           cat metrics.txt >> report.md
 
           echo "## Data viz" >> report.md
-          cml-publish feature_importance.png --md >> report.md
-          cml-publish residuals.png --md >> report.md
+          #cml-publish feature_importance.png --md >> report.md
+          #cml-publish residuals.png --md >> report.md
 
-          cml-send-comment report.md
+          #cml-send-comment report.md
+
+          echo '![](./feature_importance.png)' >> report.md
+          echo '![](./residuals.png)' >> report.md
+          cml comment create report.md