diff --git a/Directory.Build.props b/Directory.Build.props
index 5ccf613..ea5d5db 100644
--- a/Directory.Build.props
+++ b/Directory.Build.props
@@ -26,8 +26,8 @@
         <RepositoryUrl>https://github.com/managedcode/MLXSharp</RepositoryUrl>
         <PackageProjectUrl>https://github.com/managedcode/MLXSharp</PackageProjectUrl>
         <Product>Managed Code - MLXSharp</Product>
-        <Version>0.29.2</Version>
-        <PackageVersion>0.29.2</PackageVersion>
+        <Version>0.31.2</Version>
+        <PackageVersion>0.31.2</PackageVersion>
 
     </PropertyGroup>
     <PropertyGroup Condition="'$(GITHUB_ACTIONS)' == 'true'">
diff --git a/extern/mlx b/extern/mlx
index 7a6adda..68cf2fd 160000
--- a/extern/mlx
+++ b/extern/mlx
@@ -1 +1 @@
-Subproject commit 7a6adda1e6538d4f2a70c79511c26c1e5b78b4bf
+Subproject commit 68cf2fddd8de5edd8ab3d926391772b2e2cedad8