diff --git a/modules/base/nixpkgs.nix b/modules/base/nixpkgs.nix
index 1756b7b1..0d17016f 100644
--- a/modules/base/nixpkgs.nix
+++ b/modules/base/nixpkgs.nix
@@ -10,7 +10,7 @@
     # use pkgs.pkgsCuda
     # this list also does not include actually useful sets like pkgsi686Linux
     # however this can also break some packages from building
-    allowVariants = false;
+    allowVariants = true;
 
     # If a package is broken, I don't want it
     allowBroken = false;
diff --git a/modules/nixos/services/immich.nix b/modules/nixos/services/immich.nix
index f858c917..9caa107d 100644
--- a/modules/nixos/services/immich.nix
+++ b/modules/nixos/services/immich.nix
@@ -54,21 +54,7 @@ in
 
         # it kept trying to run on GPU and erroring out
         # https://github.com/NixOS/nixpkgs/pull/516980
-        package = pkgs.immich.overrideAttrs (prev: {
-          passthru = prev.passthru // {
-            machine-learning = pkgs.immich-machine-learning.override {
-              python3 = pkgs.python3.override {
-                packageOverrides = _: pyPrev: {
-                  onnxruntime = pyPrev.onnxruntime.override {
-                    onnxruntime = pkgs.onnxruntime.override {
-                      cudaSupport = true;
-                    };
-                  };
-                };
-              };
-            };
-          };
-        });
+        package = pkgs.pkgsCuda.immich;
 
         # give it access to all hardware devices
         accelerationDevices = null;