diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
index 26e79314..6f6c6cac 100644
--- a/.github/workflows/cml.yml
+++ b/.github/workflows/cml.yml
@@ -26,7 +26,8 @@ jobs:
 
           echo "## Residuals plot from model" >> report.md
           plot_location=$(find . -maxdepth 10 -name "residuals.png")
-          cml-publish $(plot_location) --md >> report.md
+          echo $plot_location
+          echo "![]($(plot_location))" >> report.md
 
           cml comment create report.md