diff --git a/nixos/nvidia.nix b/nixos/nvidia.nix
index fc2159d..c660493 100644
--- a/nixos/nvidia.nix
+++ b/nixos/nvidia.nix
@@ -6,7 +6,7 @@
   ...
 }: let
   # Using beta driver for recent GPUs like RTX 4070
-  nvidiaDriverChannel = config.boot.kernelPackages.nvidiaPackages.beta;
+  nvidiaDriverChannel = config.boot.kernelPackages.nvidiaPackages.production;
 in {
   # Video drivers configuration for Xorg and Wayland
   services.xserver.videoDrivers = ["nvidia"]; # Simplified - other modules are loaded automatically
@@ -102,4 +102,7 @@ in {
     mesa-demos
     libva-utils # VA-API debugging tools
   ];
+
+  # Enable Nvidia container toolkit for GPU acceleration in containers (docker)
+  hardware.nvidia-container-toolkit.enable = true;
 }
diff --git a/nixos/omen.nix b/nixos/omen.nix
index 794f8b6..d1efffb 100644
--- a/nixos/omen.nix
+++ b/nixos/omen.nix
@@ -37,6 +37,7 @@
 in {
   boot.extraModulePackages = [hp-omen-linux-module];
   boot.kernelModules = ["hp-wmi"];
+  boot.kernelParams = ["hp_wmi.force_slow_fan_control=1"];
 
   users.groups.omen-rgb = {};
   users.users.${config.var.username}.extraGroups = ["omen-rgb"];