diff --git a/.github/workflows/forest_loss_driver_prediction.yaml b/.github/workflows/forest_loss_driver_prediction.yaml
index 53737ed..708679d 100644
--- a/.github/workflows/forest_loss_driver_prediction.yaml
+++ b/.github/workflows/forest_loss_driver_prediction.yaml
@@ -57,6 +57,8 @@ jobs:
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
           build-args: |
             GIT_USERNAME=${{ secrets.GIT_USERNAME }}
             GIT_TOKEN=${{ secrets.GIT_TOKEN }}