diff --git a/.github/workflows/dotnet-desktop.yml b/.github/workflows/dotnet-desktop.yml
index fce348b4..fd056ecc 100644
--- a/.github/workflows/dotnet-desktop.yml
+++ b/.github/workflows/dotnet-desktop.yml
@@ -122,9 +122,6 @@ jobs:
           versionSpec: "6.x"
       - id: gitversion
         uses: gittools/actions/gitversion/execute@v4.1.0
-      - uses: Jimver/cuda-toolkit@v0.2.24
-        with:
-          cuda: '12.9.0'
       - env:
           SENTRY_AUTH_TOKEN: ${{ secrets.SENTRY_AUTH_TOKEN }}
         run: |
diff --git a/Directory.Packages.props b/Directory.Packages.props
index b4f44075..35d8a3af 100644
--- a/Directory.Packages.props
+++ b/Directory.Packages.props
@@ -15,7 +15,7 @@
     <PackageVersion Include="Google_GenerativeAI" Version="3.3.0" />
     <PackageVersion Include="Kamishibai.Hosting" Version="3.1.0" />
     <PackageVersion Include="ksemenenko.ColorThief" Version="1.1.1.4" />
-    <PackageVersion Include="LLamaSharp.Backend.Cuda12.Windows" Version="0.25.0" />
+    <PackageVersion Include="LLamaSharp.Backend.Vulkan.Windows" Version="0.25.0" />
     <PackageVersion Include="MdXaml" Version="1.27.0" />
     <PackageVersion Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="9.0.0" />
     <PackageVersion Include="Microsoft.Extensions.Configuration.UserSecrets" Version="9.0.9" />
diff --git a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/LLamaSharpNativeLibrarySelectingPolicy.cs b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/LLamaSharpNativeLibrarySelectingPolicy.cs
index 7641284f..7d08c5a0 100644
--- a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/LLamaSharpNativeLibrarySelectingPolicy.cs
+++ b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/LLamaSharpNativeLibrarySelectingPolicy.cs
@@ -9,7 +9,7 @@ public class LLamaSharpNativeLibrarySelectingPolicy : INativeLibrarySelectingPol
     public IEnumerable<INativeLibrary> Apply(NativeLibraryConfig.Description description, SystemInfo systemInfo, NativeLogConfig.LLamaLogCallback? logCallback = null)
     {
         Log(description.ToString(), LLamaLogLevel.Info, logCallback);
-        yield return new NativeLibraryWithCuda(12, description.Library, description.AvxLevel, description.SkipCheck);
+        yield return new NativeLibraryWithVulkan(null, description.Library, description.AvxLevel, description.SkipCheck);
         yield return new NativeLibraryWithAvx(description.Library, description.AvxLevel, description.SkipCheck);
     }
 
diff --git a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/PLaMoTranslator.cs b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/PLaMoTranslator.cs
index 905c1b10..9fae54b2 100644
--- a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/PLaMoTranslator.cs
+++ b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/PLaMoTranslator.cs
@@ -98,8 +98,6 @@ public async ValueTask<string[]> TranslateAsync(TextInfo[] srcTexts)
             throw new InvalidOperationException(Resources.ModelNotInitialized);
         }
 
-
-
         using var context = this.weights.CreateContext(this.modelParams, this.logger);
         var executor = new StatelessExecutor(this.weights, this.modelParams);
         var responseBuilder = new StringBuilder();
diff --git a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/WindowTranslator.Plugin.PLaMoPlugin.csproj b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/WindowTranslator.Plugin.PLaMoPlugin.csproj
index 1f34a997..1c88ee96 100644
--- a/Plugins/WindowTranslator.Plugin.PLaMoPlugin/WindowTranslator.Plugin.PLaMoPlugin.csproj
+++ b/Plugins/WindowTranslator.Plugin.PLaMoPlugin/WindowTranslator.Plugin.PLaMoPlugin.csproj
@@ -5,7 +5,7 @@
   </PropertyGroup>
   <ItemGroup>
     <PackageReference Include="LLamaSharp" />
-    <PackageReference Include="LLamaSharp.Backend.Cuda12.Windows" />
+    <PackageReference Include="LLamaSharp.Backend.Vulkan.Windows" />
   </ItemGroup>
   <ItemGroup>
     <Compile Update="Properties\Resources.Designer.cs">
@@ -17,9 +17,6 @@
       <Generator>ResXFileCodeGenerator</Generator>
       <LastGenOutput>Resources.Designer.cs</LastGenOutput>
     </EmbeddedResource>
-    <None Include="$(CUDA_PATH)\bin\cublas64_12.dll" LinkBase="runtimes\win-x64\native\cuda12" CopyToOutputDirectory="PreserveNewest" />
-    <None Include="$(CUDA_PATH)\bin\cublasLt64_12.dll" LinkBase="runtimes\win-x64\native\cuda12" CopyToOutputDirectory="PreserveNewest" />
-    <None Include="$(CUDA_PATH)\bin\cudart64_12.dll" LinkBase="runtimes\win-x64\native\cuda12" CopyToOutputDirectory="PreserveNewest" />
   </ItemGroup>
 
 </Project>