diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
index ed0171a..fdeabd5 100644
--- a/.github/workflows/dev.yml
+++ b/.github/workflows/dev.yml
@@ -8,10 +8,17 @@ on:
 
 jobs:
   dev:
-    runs-on: ubuntu-latest
+    runs-on: [blacksmith-8vcpu-ubuntu-2204, linux]
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v3
+
+      - name: Clear space to remove unused folders
+        run: |
+          rm -rf /usr/share/dotnet
+          rm -rf /opt/ghc
+          rm -rf "/usr/local/share/boost"
+          rm -rf "$AGENT_TOOLSDIRECTORY"
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
@@ -25,6 +32,11 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
+      - name: blacksmith docker layer cache
+        uses: useblacksmith/build-push-action@v1
+        with:
+          setup-only: true
+
       - name: Set environment variables
         run: |
           echo "DOCKERHUB_REPO=${{ vars.DOCKERHUB_REPO || 'runpod' }}" >> $GITHUB_ENV
@@ -33,11 +45,11 @@ jobs:
           echo "RELEASE_VERSION=${GITHUB_REF##refs/heads/}" | sed 's/\//-/g' >> $GITHUB_ENV
 
       - name: Build and push the images to Docker Hub
-        uses: docker/bake-action@v4
+        uses: docker/bake-action@v2
         with:
           push: true
-        env:
-          DOCKERHUB_REPO: ${{ env.DOCKERHUB_REPO }}
-          DOCKERHUB_IMG: ${{ env.DOCKERHUB_IMG }}
-          RELEASE_VERSION: ${{ env.RELEASE_VERSION }}
-          HUGGINGFACE_ACCESS_TOKEN: ${{ env.HUGGINGFACE_ACCESS_TOKEN }}
+          set: |
+            *.args.DOCKERHUB_REPO=${{ env.DOCKERHUB_REPO }}
+            *.args.DOCKERHUB_IMG=${{ env.DOCKERHUB_IMG }}
+            *.args.RELEASE_VERSION=${{ env.RELEASE_VERSION }}
+            *.args.HUGGINGFACE_ACCESS_TOKEN=${{ env.HUGGINGFACE_ACCESS_TOKEN }}