diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a5e4500b8..14fd7fce9 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -61,5 +61,7 @@ jobs:
           build-args: |
             TAG=4.6.3
           push: true
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
           tags: ${{ steps.meta-gui.outputs.tags }}
           labels: ${{ steps.meta-gui.outputs.labels }}