diff --git a/overlays/broken-packages/default.nix b/overlays/broken-packages/default.nix
index 0e2fe68a..bc836ade 100644
--- a/overlays/broken-packages/default.nix
+++ b/overlays/broken-packages/default.nix
@@ -1 +1,5 @@
-final: prev: {}
+final: prev: {
+  ctranslate2 = prev.ctranslate2.override {
+    withCUDA = true;
+  };
+}