diff --git a/.github/workflows/publish-image.yml b/.github/workflows/publish-image.yml
index e82727c..3901569 100644
--- a/.github/workflows/publish-image.yml
+++ b/.github/workflows/publish-image.yml
@@ -52,6 +52,7 @@ jobs:
           push: true
           tags: |
             ${{ env.IMAGE_NAME }}:latest
-            ${{ env.IMAGE_NAME }}:${{ github.sha }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
+            ${{ env.IMAGE_NAME }}:${{ forgejo.sha }}
+          cache-from: type=registry,ref=${{ env.IMAGE_NAME }}:buildcache
+          cache-to: type=registry,ref=${{ env.IMAGE_NAME }}:buildcache,mode=max
+