diff --git a/.github/workflows/multi-arch-images.yml b/.github/workflows/multi-arch-images.yml
index 70793ec..608740f 100644
--- a/.github/workflows/multi-arch-images.yml
+++ b/.github/workflows/multi-arch-images.yml
@@ -12,7 +12,6 @@ concurrency:
 
 jobs:
   build:
-    runs-on: ubuntu-latest
     strategy:
       fail-fast: false
       matrix:
@@ -22,6 +21,7 @@ jobs:
     permissions:
       contents: read
       packages: write
+    runs-on: ${{ matrix.arch == 'arm64' && 'buildjet-4vcpu-ubuntu-2204-arm' || 'ubuntu-latest' }}
     name: Build Docker Images for ${{ matrix.arch }}
     steps:
       - uses: actions/checkout@v4
@@ -35,11 +35,6 @@ jobs:
           echo "BUILD_IMAGE_TAG=${GITHUB_REF_NAME}-${GITHUB_SHA}" >> $GITHUB_ENV
           echo "CONTAINER_REGISTRY=ghcr.io" >> $GITHUB_ENV
           echo "CONTAINER_GROUP=ozangunalp" >> $GITHUB_ENV
-      - name: Set up QEMU
-        if: matrix.arch == 'arm64'
-        uses: docker/setup-qemu-action@v3
-        with:
-          platforms: ${{ matrix.arch }}
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with: