diff --git a/.github/workflows/docker-nightly-build.yml b/.github/workflows/docker-nightly-build.yml
index 73ed1933eb..9f1fdb0eca 100644
--- a/.github/workflows/docker-nightly-build.yml
+++ b/.github/workflows/docker-nightly-build.yml
@@ -36,7 +36,7 @@ jobs:
         run: |
           cd docker
           sudo apt-get update
-          docker buildx use multibuilder
+          docker buildx create --name multibuilder --use --driver docker-container --bootstrap
           python docker_nightly.py --cleanup
       # - name: Push KServe Docker Nightly
       #   run: |