diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index 0502cfa..7107e1f 100644
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -58,11 +58,11 @@ jobs:
           AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
         run: |
-          cml-runner \
+          cml runner launch \
           --cloud aws \
           --cloud-region us-west \
-          --cloud-type=m \             
-          --labels=cml-runner 
+          --cloud-type m \             
+          --labels cml-runner 
 
   model-training:
     needs: deploy-runner
@@ -83,7 +83,7 @@ jobs:
           echo "# REPORTS" >> report.md
           echo "## metrics" >> report.md
           cat scores.json >> report.md
-          cml comment create report.md # >> CML COMMAND USE TO COMMENT ON LAST COMMIT
+          cml comment create --pr report.md # >> CML COMMAND USE TO COMMENT ON LAST COMMIT