diff --git a/.github/actions/download-manifests/action.yml b/.github/actions/download-manifests/action.yml
index b26c2bc346..ddc26a826e 100644
--- a/.github/actions/download-manifests/action.yml
+++ b/.github/actions/download-manifests/action.yml
@@ -20,258 +20,258 @@ runs:
   using: composite
   steps:
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: docker-stacks-foundation-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: docker-stacks-foundation-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: base-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: base-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: minimal-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: minimal-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: scipy-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: scipy-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: r-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: r-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: julia-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: julia-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: tensorflow-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: tensorflow-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pytorch-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pytorch-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: datascience-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: datascience-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pyspark-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pyspark-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: all-spark-notebook-aarch64-history_line
         path: ${{ inputs.hist-lines-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: all-spark-notebook-x86_64-history_line
         path: ${{ inputs.hist-lines-dir }}
 
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: docker-stacks-foundation-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: docker-stacks-foundation-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: base-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: base-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: minimal-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: minimal-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: scipy-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: scipy-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: r-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: r-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: julia-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: julia-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: tensorflow-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: tensorflow-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pytorch-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pytorch-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: datascience-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: datascience-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pyspark-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: pyspark-notebook-x86_64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: all-spark-notebook-aarch64-manifest
         path: ${{ inputs.manifests-dir }}
     - name: Download artifact 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       if: inputs.fast-build == 'false'
       with:
         name: all-spark-notebook-x86_64-manifest
diff --git a/.github/actions/load-image/action.yml b/.github/actions/load-image/action.yml
index cbf5a8a5eb..c32f347940 100644
--- a/.github/actions/load-image/action.yml
+++ b/.github/actions/load-image/action.yml
@@ -13,7 +13,7 @@ runs:
   using: composite
   steps:
     - name: Download built image 📥
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v3
       with:
         name: ${{ inputs.image }}-${{ inputs.platform }}
         path: /tmp/jupyter/images/
diff --git a/.github/workflows/docker-build-test-upload.yml b/.github/workflows/docker-build-test-upload.yml
index 01520d34ef..84ea58f358 100644
--- a/.github/workflows/docker-build-test-upload.yml
+++ b/.github/workflows/docker-build-test-upload.yml
@@ -75,7 +75,7 @@ jobs:
           python3 -m tagging.write_tags_file --short-image-name ${{ inputs.image }} --tags-dir /tmp/jupyter/tags/ --registry ${{ env.REGISTRY }} --owner ${{ env.OWNER }}
         shell: bash
       - name: Upload tags file 💾
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ inputs.image }}-${{ inputs.platform }}-tags
           path: /tmp/jupyter/tags/${{ inputs.platform }}-${{ inputs.image }}.txt
@@ -85,13 +85,13 @@ jobs:
         run: python3 -m tagging.write_manifest --short-image-name ${{ inputs.image }} --hist-lines-dir /tmp/jupyter/hist_lines/ --manifests-dir /tmp/jupyter/manifests/ --registry ${{ env.REGISTRY }} --owner ${{ env.OWNER }}
         shell: bash
       - name: Upload manifest file 💾
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ inputs.image }}-${{ inputs.platform }}-manifest
           path: /tmp/jupyter/manifests/${{ inputs.platform }}-${{ inputs.image }}-*.md
           retention-days: 3
       - name: Upload build history line 💾
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ inputs.image }}-${{ inputs.platform }}-history_line
           path: /tmp/jupyter/hist_lines/${{ inputs.platform }}-${{ inputs.image }}-*.txt
@@ -103,7 +103,7 @@ jobs:
           docker save ${{ env.REGISTRY }}/${{ env.OWNER }}/${{ inputs.image }} | zstd > /tmp/jupyter/images/${{ inputs.image }}-${{ inputs.platform }}.tar.zst
         shell: bash
       - name: Upload image as artifact 💾
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v3
         with:
           name: ${{ inputs.image }}-${{ inputs.platform }}
           path: /tmp/jupyter/images/${{ inputs.image }}-${{ inputs.platform }}.tar.zst
diff --git a/.github/workflows/docker-merge-tags.yml b/.github/workflows/docker-merge-tags.yml
index 038dbff145..bd90b8b215 100644
--- a/.github/workflows/docker-merge-tags.yml
+++ b/.github/workflows/docker-merge-tags.yml
@@ -28,12 +28,12 @@ jobs:
         uses: ./.github/actions/create-dev-env
 
       - name: Download x86_64 tags file 📥
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v3
         with:
           name: ${{ inputs.image }}-x86_64-tags
           path: /tmp/jupyter/tags/
       - name: Download aarch64 tags file 📥
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v3
         with:
           name: ${{ inputs.image }}-aarch64-tags
           path: /tmp/jupyter/tags/
diff --git a/.github/workflows/docker-tag-push.yml b/.github/workflows/docker-tag-push.yml
index b68a8d1af8..ec22e7f357 100644
--- a/.github/workflows/docker-tag-push.yml
+++ b/.github/workflows/docker-tag-push.yml
@@ -46,7 +46,7 @@ jobs:
           password: ${{ secrets.REGISTRY_TOKEN }}
 
       - name: Download tags file 📥
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v3
         with:
           name: ${{ inputs.image }}-${{ inputs.platform }}-tags
           path: /tmp/jupyter/tags/