Merge pull request #333 from LykosAI/main

Release v2.7.2

CHANGELOG.md

@@ -5,6 +5,17 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.7.2
+### Changed
+- Changed Symlink shared folder link targets for Automatic1111 and ComfyUI. From `ControlNet -> models/controlnet` to `ControlNet -> models/controlnet/ControlNet` and `T2IAdapter -> models/controlnet/T2IAdapter`.
+- Changed FreeU defaults to match recommended SD1.5 defaults
+- Changed default denoise strength from 1.0 to 0.7
+### Fixed
+- Fixed ControlNet / T2IAdapter shared folder links for Automatic1111 conflicting with each other
+- Fixed URIScheme registration errors on Linux
+- Fixed RuinedFooocus missing output folder on startup
+- Fixed incorrect Fooocus VRAM launch arguments
+
 ## v2.7.1
 ### Added
 - Added Turkish UI language option, thanks to Progesor for the translation

StabilityMatrix.Avalonia/Helpers/UriHandler.cs

@@ -56,8 +56,6 @@ public class UriHandler
         Environment.Exit(0);
     }
 
-    public void Callback() { }
-
     public void RegisterUriScheme()
     {
         if (Compat.IsWindows)
@@ -65,9 +63,19 @@ public class UriHandler
             RegisterUriSchemeWin();
         }
         else
+        {
+            // Try to register on unix but ignore errors
+            // Library does not support some distros
+            try
             {
                 RegisterUriSchemeUnix();
             }
+            catch (Exception e)
+            {
+                Debug.WriteLine(e);
+                Console.WriteLine(e);
+            }
+        }
     }
 
     [SupportedOSPlatform("windows")]
@@ -92,11 +100,7 @@ public class UriHandler
 
     private void RegisterUriSchemeUnix()
     {
-        var service = URISchemeServiceFactory.GetURISchemeSerivce(
+        var service = URISchemeServiceFactory.GetURISchemeSerivce(Scheme, Description, Compat.AppCurrentPath.FullPath);
-            Scheme,
-            Description,
-            Compat.AppCurrentPath.FullPath
-        );
         service.Set();
     }
 }

StabilityMatrix.Avalonia/ViewModels/Inference/FreeUCardViewModel.cs

@@ -14,21 +14,25 @@ public partial class FreeUCardViewModel : LoadableViewModelBase
     public const string ModuleKey = "FreeU";
 
     [ObservableProperty]
+    [NotifyDataErrorInfo]
     [Required]
     [Range(0D, 10D)]
-    private double b1 = 1.1;
+    private double b1 = 1.5;
 
     [ObservableProperty]
+    [NotifyDataErrorInfo]
     [Required]
     [Range(0D, 10D)]
-    private double b2 = 1.2;
+    private double b2 = 1.6;
 
     [ObservableProperty]
+    [NotifyDataErrorInfo]
     [Required]
     [Range(0D, 10D)]
     private double s1 = 0.9;
 
     [ObservableProperty]
+    [NotifyDataErrorInfo]
     [Required]
     [Range(0D, 10D)]
     private double s2 = 0.2;

StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs

@@ -42,7 +42,7 @@ public partial class SamplerCardViewModel : LoadableViewModelBase, IParametersLo
     private bool isDenoiseStrengthEnabled;
 
     [ObservableProperty]
-    private double denoiseStrength = 1;
+    private double denoiseStrength = 0.7f;
 
     [ObservableProperty]
     [property: Category("Settings")]

StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs

@@ -89,9 +89,7 @@ public partial class MainWindow : AppWindowBase
     {
         base.OnApplyTemplate(e);
 
-        navigationService.SetFrame(
+        navigationService.SetFrame(FrameView ?? throw new NullReferenceException("Frame not found"));
-            FrameView ?? throw new NullReferenceException("Frame not found")
-        );
     }
 
     protected override void OnOpened(EventArgs e)
@@ -134,14 +132,13 @@ public partial class MainWindow : AppWindowBase
             return;
 
         // Navigate to first page
-        Dispatcher.UIThread.Post(
+        Dispatcher
+            .UIThread
+            .Post(
                 () =>
                     navigationService.NavigateTo(
                         vm.Pages[0],
-                    new BetterSlideNavigationTransition
+                        new BetterSlideNavigationTransition { Effect = SlideNavigationTransitionEffect.FromBottom }
-                    {
-                        Effect = SlideNavigationTransitionEffect.FromBottom
-                    }
                     )
             );
 
@@ -167,18 +164,19 @@ public partial class MainWindow : AppWindowBase
     {
         var mainViewModel = (MainWindowViewModel)DataContext!;
 
-        mainViewModel.SelectedCategory = mainViewModel.Pages
+        mainViewModel.SelectedCategory = mainViewModel
+            .Pages
             .Concat(mainViewModel.FooterPages)
             .FirstOrDefault(x => x.GetType() == e.ViewModelType);
     }
 
     private void OnUpdateAvailable(object? sender, UpdateInfo? updateInfo)
     {
-        Dispatcher.UIThread.Post(() =>
+        Dispatcher
+            .UIThread
+            .Post(() =>
             {
-            var vm = DataContext as MainWindowViewModel;
+                if (DataContext is MainWindowViewModel vm && vm.ShouldShowUpdateAvailableTeachingTip(updateInfo))
-
-            if (vm!.ShouldShowUpdateAvailableTeachingTip(updateInfo))
                 {
                     var target = this.FindControl<NavigationViewItem>("FooterUpdateItem")!;
                     var tip = this.FindControl<TeachingTip>("UpdateAvailableTeachingTip")!;
@@ -284,7 +282,9 @@ public partial class MainWindow : AppWindowBase
 
     private void OnImageLoadFailed(object? sender, ImageLoadFailedEventArgs e)
     {
-        Dispatcher.UIThread.Post(() =>
+        Dispatcher
+            .UIThread
+            .Post(() =>
             {
                 var fileName = Path.GetFileName(e.Url);
                 var displayName = string.IsNullOrEmpty(fileName) ? e.Url : fileName;
@@ -308,11 +308,7 @@ public partial class MainWindow : AppWindowBase
 
         if (ActualThemeVariant == ThemeVariant.Dark)
         {
-            var color = this.TryFindResource(
+            var color = this.TryFindResource("SolidBackgroundFillColorBase", ThemeVariant.Dark, out var value)
-                "SolidBackgroundFillColorBase",
-                ThemeVariant.Dark,
-                out var value
-            )
                 ? (Color2)(Color)value!
                 : new Color2(30, 31, 34);
 
@@ -323,11 +319,7 @@ public partial class MainWindow : AppWindowBase
         else if (ActualThemeVariant == ThemeVariant.Light)
         {
             // Similar effect here
-            var color = this.TryFindResource(
+            var color = this.TryFindResource("SolidBackgroundFillColorBase", ThemeVariant.Light, out var value)
-                "SolidBackgroundFillColorBase",
-                ThemeVariant.Light,
-                out var value
-            )
                 ? (Color2)(Color)value!
                 : new Color2(243, 243, 243);
 

StabilityMatrix.Core/Models/FileInterfaces/FileSystemPath.cs

@@ -1,6 +1,6 @@
 namespace StabilityMatrix.Core.Models.FileInterfaces;
 
-public class FileSystemPath : IEquatable<FileSystemPath>, IEquatable<string>
+public class FileSystemPath : IEquatable<FileSystemPath>, IEquatable<string>, IFormattable
 {
     public string FullPath { get; }
 
@@ -9,23 +9,38 @@ public class FileSystemPath : IEquatable<FileSystemPath>, IEquatable<string>
         FullPath = path;
     }
 
-    protected FileSystemPath(FileSystemPath path) : this(path.FullPath)
+    protected FileSystemPath(FileSystemPath path)
+        : this(path.FullPath) { }
+
+    protected FileSystemPath(params string[] paths)
+        : this(Path.Combine(paths)) { }
+
+    public override string ToString()
     {
+        return FullPath;
     }
 
-    protected FileSystemPath(params string[] paths) : this(Path.Combine(paths))
+    /// <inheritdoc />
+    string IFormattable.ToString(string? format, IFormatProvider? formatProvider)
     {
+        return ToString(format, formatProvider);
     }
 
-    public override string ToString()
+    /// <summary>
+    /// Overridable IFormattable.ToString method.
+    /// By default, returns <see cref="FullPath"/>.
+    /// </summary>
+    protected virtual string ToString(string? format, IFormatProvider? formatProvider)
     {
         return FullPath;
     }
 
     public bool Equals(FileSystemPath? other)
     {
-        if (ReferenceEquals(null, other)) return false;
+        if (ReferenceEquals(null, other))
-        if (ReferenceEquals(this, other)) return true;
+            return false;
+        if (ReferenceEquals(this, other))
+            return true;
         return FullPath == other.FullPath;
     }
 
@@ -51,5 +66,6 @@ public class FileSystemPath : IEquatable<FileSystemPath>, IEquatable<string>
 
     // Implicit conversions to and from string
     public static implicit operator string(FileSystemPath path) => path.FullPath;
+
     public static implicit operator FileSystemPath(string path) => new(path);
 }

StabilityMatrix.Core/Models/Packages/A3WebUI.cs

@@ -56,12 +56,14 @@ public class A3WebUI(
             [SharedFolderType.Karlo] = new[] { "models/karlo" },
             [SharedFolderType.TextualInversion] = new[] { "embeddings" },
             [SharedFolderType.Hypernetwork] = new[] { "models/hypernetworks" },
-            [SharedFolderType.ControlNet] = new[] { "models/ControlNet" },
+            [SharedFolderType.ControlNet] = new[] { "models/controlnet/ControlNet" },
             [SharedFolderType.Codeformer] = new[] { "models/Codeformer" },
             [SharedFolderType.LDSR] = new[] { "models/LDSR" },
             [SharedFolderType.AfterDetailer] = new[] { "models/adetailer" },
-            [SharedFolderType.T2IAdapter] = new[] { "models/controlnet" },
+            [SharedFolderType.T2IAdapter] = new[] { "models/controlnet/T2IAdapter" },
-            [SharedFolderType.IpAdapter] = new[] { "models/ipadapter" }
+            [SharedFolderType.IpAdapter] = new[] { "models/controlnet/IpAdapter" },
+            [SharedFolderType.InvokeIpAdapters15] = new[] { "models/controlnet/DiffusersIpAdapters" },
+            [SharedFolderType.InvokeIpAdaptersXl] = new[] { "models/controlnet/DiffusersIpAdaptersXL" }
         };
 
     public override Dictionary<SharedOutputType, IReadOnlyList<string>>? SharedOutputFolders =>
@@ -183,39 +185,44 @@ public class A3WebUI(
     )
     {
         progress?.Report(new ProgressReport(-1f, "Setting up venv", isIndeterminate: true));
-        // Setup venv
-        await using var venvRunner = new PyVenvRunner(Path.Combine(installLocation, "venv"));
-        venvRunner.WorkingDirectory = installLocation;
-        await venvRunner.Setup(true, onConsoleOutput).ConfigureAwait(false);
 
-        switch (torchVersion)
+        var venvRunner = await SetupVenv(installLocation, forceRecreate: true).ConfigureAwait(false);
+
+        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
+
+        progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
+
+        var requirements = new FilePath(installLocation, "requirements_versions.txt");
+
+        var pipArgs = new PipInstallArgs()
+            .WithTorch("==2.0.1")
+            .WithTorchVision("==0.15.2")
+            .WithTorchExtraIndex(
+                torchVersion switch
                 {
-            case TorchVersion.Cpu:
+                    TorchVersion.Cpu => "cpu",
-                await InstallCpuTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
+                    TorchVersion.Cuda => "cu118",
-                break;
+                    TorchVersion.Rocm => "rocm5.1.1",
-            case TorchVersion.Cuda:
+                    _ => throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null)
-                await InstallCudaTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
-                break;
-            case TorchVersion.Rocm:
-                await InstallRocmTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
-                break;
-            default:
-                throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null);
                 }
+            )
+            .WithParsedFromRequirementsTxt(
+                await requirements.ReadAllTextAsync().ConfigureAwait(false),
+                excludePattern: "torch"
+            );
 
+        if (torchVersion == TorchVersion.Cuda)
+        {
+            pipArgs = pipArgs.WithXFormers("==0.0.20");
+        }
+
+        // v1.6.0 needs a httpx qualifier to fix a gradio issue
         if (versionOptions.VersionTag?.Contains("1.6.0") ?? false)
         {
-            await venvRunner.PipInstall("httpx==0.24.1", onConsoleOutput);
+            pipArgs = pipArgs.AddArg("httpx==0.24.1");
         }
 
-        // Install requirements file
+        await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
-        progress?.Report(new ProgressReport(-1f, "Installing Package Requirements", isIndeterminate: true));
-        Logger.Info("Installing requirements_versions.txt");
-
-        var requirements = new FilePath(installLocation, "requirements_versions.txt");
-        await venvRunner
-            .PipInstallFromRequirements(requirements, onConsoleOutput, excludes: "torch")
-            .ConfigureAwait(false);
 
         progress?.Report(new ProgressReport(-1f, "Updating configuration", isIndeterminate: true));
 
@@ -261,21 +268,22 @@ public class A3WebUI(
         VenvRunner.RunDetached(args.TrimEnd(), HandleConsoleOutput, OnExit);
     }
 
-    private async Task InstallRocmTorch(
+    /// <inheritdoc />
-        PyVenvRunner venvRunner,
+    public override async Task SetupModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod)
-        IProgress<ProgressReport>? progress = null,
-        Action<ProcessOutput>? onConsoleOutput = null
-    )
     {
-        progress?.Report(new ProgressReport(-1f, "Installing PyTorch for ROCm", isIndeterminate: true));
+        // Migration for `controlnet` -> `controlnet/ControlNet` and `controlnet/T2IAdapter`
-
+        // If the original link exists, delete it first
-        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
+        if (installDirectory.JoinDir("models/controlnet") is { IsSymbolicLink: true } controlnetOldLink)
+        {
+            Logger.Info("Migration: Removing old controlnet link {Path}", controlnetOldLink);
+            await controlnetOldLink.DeleteAsync(false).ConfigureAwait(false);
+        }
 
-        await venvRunner
+        // Resume base setup
-            .PipInstall(
+        await base.SetupModelFolders(installDirectory, sharedFolderMethod).ConfigureAwait(false);
-                new PipInstallArgs().WithTorch("==2.0.1").WithTorchVision().WithTorchExtraIndex("rocm5.1.1"),
-                onConsoleOutput
-            )
-            .ConfigureAwait(false);
     }
+
+    /// <inheritdoc />
+    public override Task UpdateModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod) =>
+        SetupModelFolders(installDirectory, sharedFolderMethod);
 }

StabilityMatrix.Core/Models/Packages/ComfyUI.cs

@@ -10,6 +10,7 @@ using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Processes;
 using StabilityMatrix.Core.Python;
 using StabilityMatrix.Core.Services;
+using YamlDotNet.Core;
 using YamlDotNet.RepresentationModel;
 using YamlDotNet.Serialization;
 using YamlDotNet.Serialization.NamingConventions;
@@ -53,12 +54,12 @@ public class ComfyUI(
             [SharedFolderType.TextualInversion] = new[] { "models/embeddings" },
             [SharedFolderType.VAE] = new[] { "models/vae" },
             [SharedFolderType.ApproxVAE] = new[] { "models/vae_approx" },
-            [SharedFolderType.ControlNet] = new[] { "models/controlnet" },
+            [SharedFolderType.ControlNet] = new[] { "models/controlnet/ControlNet" },
             [SharedFolderType.GLIGEN] = new[] { "models/gligen" },
             [SharedFolderType.ESRGAN] = new[] { "models/upscale_models" },
             [SharedFolderType.Hypernetwork] = new[] { "models/hypernetworks" },
             [SharedFolderType.IpAdapter] = new[] { "models/ipadapter" },
-            [SharedFolderType.T2IAdapter] = new[] { "models/controlnet" },
+            [SharedFolderType.T2IAdapter] = new[] { "models/controlnet/T2IAdapter" },
         };
 
     public override Dictionary<SharedOutputType, IReadOnlyList<string>>? SharedOutputFolders =>
@@ -155,80 +156,48 @@ public class ComfyUI(
         venvRunner.WorkingDirectory = installLocation;
         await venvRunner.Setup(true, onConsoleOutput).ConfigureAwait(false);
 
-        // Install torch / xformers based on gpu info
+        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
-        switch (torchVersion)
+
+        progress?.Report(new ProgressReport(-1f, "Installing Package Requirements...", isIndeterminate: true));
+
+        var pipArgs = new PipInstallArgs();
+
+        pipArgs = torchVersion switch
         {
-            case TorchVersion.Cpu:
+            TorchVersion.DirectMl => pipArgs.WithTorchDirectML(),
-                await InstallCpuTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
+            TorchVersion.Mps
-                break;
+                => pipArgs.AddArg("--pre").WithTorch().WithTorchVision().WithTorchExtraIndex("nightly/cpu"),
-            case TorchVersion.Cuda:
+            _
-                await venvRunner
+                => pipArgs
-                    .PipInstall(
-                        new PipInstallArgs()
-                            .WithTorch("~=2.1.0")
-                            .WithTorchVision()
-                            .WithXFormers("==0.0.22.post4")
                     .AddArg("--upgrade")
-                            .WithTorchExtraIndex("cu121"),
+                    .WithTorch("~=2.1.0")
-                        onConsoleOutput
-                    )
-                    .ConfigureAwait(false);
-                break;
-            case TorchVersion.DirectMl:
-                await venvRunner
-                    .PipInstall(new PipInstallArgs().WithTorchDirectML(), onConsoleOutput)
-                    .ConfigureAwait(false);
-                break;
-            case TorchVersion.Rocm:
-                await InstallRocmTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
-                break;
-            case TorchVersion.Mps:
-                await venvRunner
-                    .PipInstall(
-                        new PipInstallArgs()
-                            .AddArg("--pre")
-                            .WithTorch()
                     .WithTorchVision()
-                            .WithTorchExtraIndex("nightly/cpu"),
+                    .WithTorchExtraIndex(
-                        onConsoleOutput
+                        torchVersion switch
+                        {
+                            TorchVersion.Cpu => "cpu",
+                            TorchVersion.Cuda => "cu121",
+                            TorchVersion.Rocm => "rocm5.6",
+                            _ => throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null)
+                        }
                     )
-                    .ConfigureAwait(false);
+        };
-                break;
+
-            default:
+        if (torchVersion == TorchVersion.Cuda)
-                throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null);
+        {
+            pipArgs = pipArgs.WithXFormers("==0.0.22.post4");
         }
 
-        // Install requirements file (skip torch)
+        var requirements = new FilePath(installLocation, "requirements.txt");
-        progress?.Report(new ProgressReport(-1, "Installing Package Requirements", isIndeterminate: true));
 
-        var requirementsFile = new FilePath(installLocation, "requirements.txt");
+        pipArgs = pipArgs.WithParsedFromRequirementsTxt(
+            await requirements.ReadAllTextAsync().ConfigureAwait(false),
+            excludePattern: "torch"
+        );
 
-        await venvRunner
+        await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
-            .PipInstallFromRequirements(requirementsFile, onConsoleOutput, excludes: "torch")
-            .ConfigureAwait(false);
 
-        progress?.Report(new ProgressReport(1, "Installing Package Requirements", isIndeterminate: false));
+        progress?.Report(new ProgressReport(1, "Installed Package Requirements", isIndeterminate: false));
-    }
-
-    private async Task AutoDetectAndInstallTorch(PyVenvRunner venvRunner, IProgress<ProgressReport>? progress = null)
-    {
-        var gpus = HardwareHelper.IterGpuInfo().ToList();
-        if (gpus.Any(g => g.IsNvidia))
-        {
-            await InstallCudaTorch(venvRunner, progress).ConfigureAwait(false);
-        }
-        else if (HardwareHelper.PreferRocm())
-        {
-            await InstallRocmTorch(venvRunner, progress).ConfigureAwait(false);
-        }
-        else if (HardwareHelper.PreferDirectML())
-        {
-            await InstallDirectMlTorch(venvRunner, progress).ConfigureAwait(false);
-        }
-        else
-        {
-            await InstallCpuTorch(venvRunner, progress).ConfigureAwait(false);
-        }
     }
 
     public override async Task RunPackage(
@@ -267,26 +236,55 @@ public class ComfyUI(
         }
     }
 
-    public override Task SetupModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod)
+    public override Task SetupModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod) =>
+        sharedFolderMethod switch
+        {
+            SharedFolderMethod.Symlink => SetupModelFoldersSymlink(installDirectory),
+            SharedFolderMethod.Configuration => SetupModelFoldersConfig(installDirectory),
+            SharedFolderMethod.None => Task.CompletedTask,
+            _ => throw new ArgumentOutOfRangeException(nameof(sharedFolderMethod), sharedFolderMethod, null)
+        };
+
+    public override Task UpdateModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod) =>
+        SetupModelFolders(installDirectory, sharedFolderMethod);
+
+    public override Task RemoveModelFolderLinks(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod)
+    {
+        return sharedFolderMethod switch
+        {
+            SharedFolderMethod.Symlink => base.RemoveModelFolderLinks(installDirectory, sharedFolderMethod),
+            SharedFolderMethod.Configuration => RemoveConfigSection(installDirectory),
+            SharedFolderMethod.None => Task.CompletedTask,
+            _ => throw new ArgumentOutOfRangeException(nameof(sharedFolderMethod), sharedFolderMethod, null)
+        };
+    }
+
+    private async Task SetupModelFoldersSymlink(DirectoryPath installDirectory)
     {
-        switch (sharedFolderMethod)
+        // Migration for `controlnet` -> `controlnet/ControlNet` and `controlnet/T2IAdapter`
+        // If the original link exists, delete it first
+        if (installDirectory.JoinDir("models/controlnet") is { IsSymbolicLink: true } controlnetOldLink)
         {
-            case SharedFolderMethod.None:
+            Logger.Info("Migration: Removing old controlnet link {Path}", controlnetOldLink);
-                return Task.CompletedTask;
+            await controlnetOldLink.DeleteAsync(false).ConfigureAwait(false);
-            case SharedFolderMethod.Symlink:
+        }
-                return base.SetupModelFolders(installDirectory, sharedFolderMethod);
+
+        // Resume base setup
+        await base.SetupModelFolders(installDirectory, SharedFolderMethod.Symlink).ConfigureAwait(false);
     }
 
-        var extraPathsYamlPath = installDirectory + "extra_model_paths.yaml";
+    private async Task SetupModelFoldersConfig(DirectoryPath installDirectory)
+    {
+        var extraPathsYamlPath = installDirectory.JoinFile("extra_model_paths.yaml");
         var modelsDir = SettingsManager.ModelsDirectory;
 
-        var exists = File.Exists(extraPathsYamlPath);
+        if (!extraPathsYamlPath.Exists)
-        if (!exists)
         {
             Logger.Info("Creating extra_model_paths.yaml");
-            File.WriteAllText(extraPathsYamlPath, string.Empty);
+            extraPathsYamlPath.Create();
         }
-        var yaml = File.ReadAllText(extraPathsYamlPath);
+
+        var yaml = await extraPathsYamlPath.ReadAllTextAsync().ConfigureAwait(false);
         using var sr = new StringReader(yaml);
         var yamlStream = new YamlStream();
         yamlStream.Load(sr);
@@ -307,7 +305,7 @@ public class ComfyUI(
         if (stabilityMatrixNode.Key != null)
         {
             if (stabilityMatrixNode.Value is not YamlMappingNode nodeValue)
-                return Task.CompletedTask;
+                return;
 
             nodeValue.Children["checkpoints"] = Path.Combine(modelsDir, "StableDiffusion");
             nodeValue.Children["vae"] = Path.Combine(modelsDir, "VAE");
@@ -319,7 +317,11 @@ public class ComfyUI(
                 + $"{Path.Combine(modelsDir, "SwinIR")}";
             nodeValue.Children["embeddings"] = Path.Combine(modelsDir, "TextualInversion");
             nodeValue.Children["hypernetworks"] = Path.Combine(modelsDir, "Hypernetwork");
-            nodeValue.Children["controlnet"] = Path.Combine(modelsDir, "ControlNet");
+            nodeValue.Children["controlnet"] = string.Join(
+                '\n',
+                Path.Combine(modelsDir, "ControlNet"),
+                Path.Combine(modelsDir, "T2IAdapter")
+            );
             nodeValue.Children["clip"] = Path.Combine(modelsDir, "CLIP");
             nodeValue.Children["diffusers"] = Path.Combine(modelsDir, "Diffusers");
             nodeValue.Children["gligen"] = Path.Combine(modelsDir, "GLIGEN");
@@ -340,7 +342,10 @@ public class ComfyUI(
                     },
                     { "embeddings", Path.Combine(modelsDir, "TextualInversion") },
                     { "hypernetworks", Path.Combine(modelsDir, "Hypernetwork") },
-                    { "controlnet", Path.Combine(modelsDir, "ControlNet") },
+                    {
+                        "controlnet",
+                        string.Join('\n', Path.Combine(modelsDir, "ControlNet"), Path.Combine(modelsDir, "T2IAdapter"))
+                    },
                     { "clip", Path.Combine(modelsDir, "CLIP") },
                     { "diffusers", Path.Combine(modelsDir, "Diffusers") },
                     { "gligen", Path.Combine(modelsDir, "GLIGEN") },
@@ -357,82 +362,45 @@ public class ComfyUI(
 
         newRootNode.Children.Add(stabilityMatrixNode);
 
-        var serializer = new SerializerBuilder().WithNamingConvention(UnderscoredNamingConvention.Instance).Build();
+        var serializer = new SerializerBuilder()
-        var yamlData = serializer.Serialize(newRootNode);
+            .WithNamingConvention(UnderscoredNamingConvention.Instance)
-        File.WriteAllText(extraPathsYamlPath, yamlData);
+            .WithDefaultScalarStyle(ScalarStyle.Literal)
+            .Build();
 
-        return Task.CompletedTask;
+        var yamlData = serializer.Serialize(newRootNode);
+        await extraPathsYamlPath.WriteAllTextAsync(yamlData).ConfigureAwait(false);
     }
 
-    public override Task UpdateModelFolders(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod) =>
+    private static async Task RemoveConfigSection(DirectoryPath installDirectory)
-        sharedFolderMethod switch
     {
-            SharedFolderMethod.Symlink => base.UpdateModelFolders(installDirectory, sharedFolderMethod),
+        var extraPathsYamlPath = installDirectory.JoinFile("extra_model_paths.yaml");
-            SharedFolderMethod.Configuration => SetupModelFolders(installDirectory, sharedFolderMethod),
-            SharedFolderMethod.None => Task.CompletedTask,
-            _ => Task.CompletedTask
-        };
 
-    public override Task RemoveModelFolderLinks(DirectoryPath installDirectory, SharedFolderMethod sharedFolderMethod)
+        if (!extraPathsYamlPath.Exists)
         {
-        return sharedFolderMethod switch
+            return;
-        {
-            SharedFolderMethod.Configuration => RemoveConfigSection(installDirectory),
-            SharedFolderMethod.None => Task.CompletedTask,
-            SharedFolderMethod.Symlink => base.RemoveModelFolderLinks(installDirectory, sharedFolderMethod),
-            _ => Task.CompletedTask
-        };
-    }
-
-    private Task RemoveConfigSection(string installDirectory)
-    {
-        var extraPathsYamlPath = Path.Combine(installDirectory, "extra_model_paths.yaml");
-        var exists = File.Exists(extraPathsYamlPath);
-        if (!exists)
-        {
-            return Task.CompletedTask;
         }
 
-        var yaml = File.ReadAllText(extraPathsYamlPath);
+        var yaml = await extraPathsYamlPath.ReadAllTextAsync().ConfigureAwait(false);
         using var sr = new StringReader(yaml);
         var yamlStream = new YamlStream();
         yamlStream.Load(sr);
 
         if (!yamlStream.Documents.Any())
         {
-            return Task.CompletedTask;
+            return;
         }
 
         var root = yamlStream.Documents[0].RootNode;
         if (root is not YamlMappingNode mappingNode)
         {
-            return Task.CompletedTask;
+            return;
         }
 
         mappingNode.Children.Remove("stability_matrix");
 
         var serializer = new SerializerBuilder().WithNamingConvention(UnderscoredNamingConvention.Instance).Build();
         var yamlData = serializer.Serialize(mappingNode);
-        File.WriteAllText(extraPathsYamlPath, yamlData);
 
-        return Task.CompletedTask;
+        await extraPathsYamlPath.WriteAllTextAsync(yamlData).ConfigureAwait(false);
-    }
-
-    private async Task InstallRocmTorch(
-        PyVenvRunner venvRunner,
-        IProgress<ProgressReport>? progress = null,
-        Action<ProcessOutput>? onConsoleOutput = null
-    )
-    {
-        progress?.Report(new ProgressReport(-1f, "Installing PyTorch for ROCm", isIndeterminate: true));
-
-        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
-
-        await venvRunner
-            .PipInstall(
-                new PipInstallArgs().WithTorch("==2.0.1").WithTorchVision().WithTorchExtraIndex("rocm5.6"),
-                onConsoleOutput
-            )
-            .ConfigureAwait(false);
     }
 }

StabilityMatrix.Core/Models/Packages/Fooocus.cs

@@ -1,4 +1,5 @@
-using System.Diagnostics;
+using System.Collections.Immutable;
+using System.Diagnostics;
 using System.Text.RegularExpressions;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Helper;
@@ -76,11 +77,11 @@ public class Fooocus(
                 Type = LaunchOptionType.Bool,
                 InitialValue = HardwareHelper.IterGpuInfo().Select(gpu => gpu.MemoryLevel).Max() switch
                 {
-                    MemoryLevel.Low => "--lowvram",
+                    MemoryLevel.Low => "--always-low-vram",
-                    MemoryLevel.Medium => "--normalvram",
+                    MemoryLevel.Medium => "--always-normal-vram",
                     _ => null
                 },
-                Options = { "--highvram", "--normalvram", "--lowvram", "--novram" }
+                Options = { "--always-high-vram", "--always-normal-vram", "--always-low-vram", "--always-no-vram" }
             },
             new LaunchOptionDefinition
             {
@@ -152,39 +153,38 @@ public class Fooocus(
     {
         var venvRunner = await SetupVenv(installLocation, forceRecreate: true).ConfigureAwait(false);
 
-        progress?.Report(new ProgressReport(-1f, "Installing torch...", isIndeterminate: true));
+        progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
+
+        var pipArgs = new PipInstallArgs();
 
         if (torchVersion == TorchVersion.DirectMl)
         {
-            await venvRunner
+            pipArgs = pipArgs.WithTorchDirectML();
-                .PipInstall(new PipInstallArgs().WithTorchDirectML(), onConsoleOutput)
-                .ConfigureAwait(false);
         }
         else
         {
-            var extraIndex = torchVersion switch
+            pipArgs = pipArgs
+                .WithTorch("==2.1.0")
+                .WithTorchVision("==0.16.0")
+                .WithTorchExtraIndex(
+                    torchVersion switch
                     {
                         TorchVersion.Cpu => "cpu",
                         TorchVersion.Cuda => "cu121",
                         TorchVersion.Rocm => "rocm5.6",
                         _ => throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null)
-            };
+                    }
-
+                );
-            await venvRunner
-                .PipInstall(
-                    new PipInstallArgs()
-                        .WithTorch("==2.1.0")
-                        .WithTorchVision("==0.16.0")
-                        .WithTorchExtraIndex(extraIndex),
-                    onConsoleOutput
-                )
-                .ConfigureAwait(false);
         }
 
         var requirements = new FilePath(installLocation, "requirements_versions.txt");
-        await venvRunner
+
-            .PipInstallFromRequirements(requirements, onConsoleOutput, excludes: "torch")
+        pipArgs = pipArgs.WithParsedFromRequirementsTxt(
-            .ConfigureAwait(false);
+            await requirements.ReadAllTextAsync().ConfigureAwait(false),
+            excludePattern: "torch"
+        );
+
+        await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
     }
 
     public override async Task RunPackage(

StabilityMatrix.Core/Models/Packages/RuinedFooocus.cs

@@ -1,9 +1,11 @@
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Helper.HardwareInfo;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Python;
 using StabilityMatrix.Core.Services;
 
 namespace StabilityMatrix.Core.Models.Packages;
@@ -26,6 +28,79 @@ public class RuinedFooocus(
         new("https://raw.githubusercontent.com/runew0lf/pmmconfigs/main/RuinedFooocus_ss.png");
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Expert;
 
+    public override List<LaunchOptionDefinition> LaunchOptions =>
+        new()
+        {
+            new LaunchOptionDefinition
+            {
+                Name = "Preset",
+                Type = LaunchOptionType.Bool,
+                Options = { "--preset anime", "--preset realistic" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Port",
+                Type = LaunchOptionType.String,
+                Description = "Sets the listen port",
+                Options = { "--port" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Share",
+                Type = LaunchOptionType.Bool,
+                Description = "Set whether to share on Gradio",
+                Options = { "--share" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Listen",
+                Type = LaunchOptionType.String,
+                Description = "Set the listen interface",
+                Options = { "--listen" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Output Directory",
+                Type = LaunchOptionType.String,
+                Description = "Override the output directory",
+                Options = { "--output-directory" }
+            },
+            new()
+            {
+                Name = "VRAM",
+                Type = LaunchOptionType.Bool,
+                InitialValue = HardwareHelper.IterGpuInfo().Select(gpu => gpu.MemoryLevel).Max() switch
+                {
+                    MemoryLevel.Low => "--lowvram",
+                    MemoryLevel.Medium => "--normalvram",
+                    _ => null
+                },
+                Options = { "--highvram", "--normalvram", "--lowvram", "--novram" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Use DirectML",
+                Type = LaunchOptionType.Bool,
+                Description = "Use pytorch with DirectML support",
+                InitialValue = HardwareHelper.PreferDirectML(),
+                Options = { "--directml" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Disable Xformers",
+                Type = LaunchOptionType.Bool,
+                InitialValue = !HardwareHelper.HasNvidiaGpu(),
+                Options = { "--disable-xformers" }
+            },
+            new LaunchOptionDefinition
+            {
+                Name = "Auto-Launch",
+                Type = LaunchOptionType.Bool,
+                Options = { "--auto-launch" }
+            },
+            LaunchOptionDefinition.Extras
+        };
+
     public override async Task InstallPackage(
         string installLocation,
         TorchVersion torchVersion,
@@ -39,13 +114,23 @@ public class RuinedFooocus(
         {
             var venvRunner = await SetupVenv(installLocation, forceRecreate: true).ConfigureAwait(false);
 
-            progress?.Report(new ProgressReport(-1f, "Installing torch...", isIndeterminate: true));
+            progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
-
-            await InstallCudaTorch(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
 
             var requirements = new FilePath(installLocation, "requirements_versions.txt");
+
             await venvRunner
-                .PipInstallFromRequirements(requirements, onConsoleOutput, excludes: "torch")
+                .PipInstall(
+                    new PipInstallArgs()
+                        .WithTorch("==2.0.1")
+                        .WithTorchVision("==0.15.2")
+                        .WithXFormers("==0.0.20")
+                        .WithTorchExtraIndex("cu118")
+                        .WithParsedFromRequirementsTxt(
+                            await requirements.ReadAllTextAsync().ConfigureAwait(false),
+                            excludePattern: "torch"
+                        ),
+                    onConsoleOutput
+                )
                 .ConfigureAwait(false);
         }
         else
@@ -60,5 +145,9 @@ public class RuinedFooocus(
             )
                 .ConfigureAwait(false);
         }
+
+        // Create output folder since it's not created by default
+        var outputFolder = new DirectoryPath(installLocation, OutputFolderName);
+        outputFolder.Create();
     }
 }

StabilityMatrix.Core/Processes/ProcessArgsBuilder.cs

@@ -1,6 +1,5 @@
-using System.Diagnostics;
+using System.Collections.Immutable;
 using System.Diagnostics.Contracts;
-using OneOf;
 
 namespace StabilityMatrix.Core.Processes;
 
@@ -9,14 +8,7 @@ namespace StabilityMatrix.Core.Processes;
 /// </summary>
 public record ProcessArgsBuilder
 {
-    protected ProcessArgsBuilder() { }
+    public IImmutableList<Argument> Arguments { get; init; } = ImmutableArray<Argument>.Empty;
-
-    public ProcessArgsBuilder(params Argument[] arguments)
-    {
-        Arguments = arguments.ToList();
-    }
-
-    public List<Argument> Arguments { get; init; } = new();
 
     private IEnumerable<string> ToStringArgs()
     {
@@ -34,6 +26,11 @@ public record ProcessArgsBuilder
         }
     }
 
+    public ProcessArgsBuilder(params Argument[] arguments)
+    {
+        Arguments = arguments.ToImmutableArray();
+    }
+
     /// <inheritdoc />
     public override string ToString()
     {
@@ -45,8 +42,7 @@ public record ProcessArgsBuilder
         return ToStringArgs().ToArray();
     }
 
-    public static implicit operator ProcessArgs(ProcessArgsBuilder builder) =>
+    public static implicit operator ProcessArgs(ProcessArgsBuilder builder) => builder.ToProcessArgs();
-        builder.ToProcessArgs();
 }
 
 public static class ProcessArgBuilderExtensions
@@ -55,7 +51,33 @@ public static class ProcessArgBuilderExtensions
     public static T AddArg<T>(this T builder, Argument argument)
         where T : ProcessArgsBuilder
     {
-        return builder with { Arguments = builder.Arguments.Append(argument).ToList() };
+        return builder with { Arguments = builder.Arguments.Add(argument) };
+    }
+
+    [Pure]
+    public static T AddArgs<T>(this T builder, params Argument[] argument)
+        where T : ProcessArgsBuilder
+    {
+        return builder with { Arguments = builder.Arguments.AddRange(argument) };
+    }
+
+    [Pure]
+    public static T UpdateArg<T>(this T builder, string key, Argument argument)
+        where T : ProcessArgsBuilder
+    {
+        var oldArg = builder
+            .Arguments
+            .FirstOrDefault(x => x.Match(stringArg => stringArg == key, tupleArg => tupleArg.Item1 == key));
+
+        if (oldArg is null)
+        {
+            return builder.AddArg(argument);
+        }
+
+        return builder with
+        {
+            Arguments = builder.Arguments.Replace(oldArg, argument)
+        };
     }
 
     [Pure]
@@ -64,15 +86,10 @@ public static class ProcessArgBuilderExtensions
     {
         return builder with
         {
-            Arguments = builder.Arguments
+            Arguments = builder
-                .Where(
+                .Arguments
-                    x =>
+                .Where(x => x.Match(stringArg => stringArg != argumentKey, tupleArg => tupleArg.Item1 != argumentKey))
-                        x.Match(
+                .ToImmutableArray()
-                            stringArg => stringArg != argumentKey,
-                            tupleArg => tupleArg.Item1 != argumentKey
-                        )
-                )
-                .ToList()
         };
     }
 }

StabilityMatrix.Core/Python/PipInstallArgs.cs

@@ -1,4 +1,7 @@
-using StabilityMatrix.Core.Processes;
+using System.Diagnostics.CodeAnalysis;
+using System.Text.RegularExpressions;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Processes;
 
 namespace StabilityMatrix.Core.Python;
 
@@ -9,20 +12,36 @@ public record PipInstallArgs : ProcessArgsBuilder
 
     public PipInstallArgs WithTorch(string version = "") => this.AddArg($"torch{version}");
 
-    public PipInstallArgs WithTorchDirectML(string version = "") =>
+    public PipInstallArgs WithTorchDirectML(string version = "") => this.AddArg($"torch-directml{version}");
-        this.AddArg($"torch-directml{version}");
 
-    public PipInstallArgs WithTorchVision(string version = "") =>
+    public PipInstallArgs WithTorchVision(string version = "") => this.AddArg($"torchvision{version}");
-        this.AddArg($"torchvision{version}");
 
     public PipInstallArgs WithXFormers(string version = "") => this.AddArg($"xformers{version}");
 
-    public PipInstallArgs WithExtraIndex(string indexUrl) =>
+    public PipInstallArgs WithExtraIndex(string indexUrl) => this.AddArg(("--extra-index-url", indexUrl));
-        this.AddArg(("--extra-index-url", indexUrl));
 
     public PipInstallArgs WithTorchExtraIndex(string index) =>
         this.AddArg(("--extra-index-url", $"https://download.pytorch.org/whl/{index}"));
 
+    public PipInstallArgs WithParsedFromRequirementsTxt(
+        string requirements,
+        [StringSyntax(StringSyntaxAttribute.Regex)] string? excludePattern = null
+    )
+    {
+        var requirementsEntries = requirements
+            .SplitLines(StringSplitOptions.TrimEntries | StringSplitOptions.RemoveEmptyEntries)
+            .AsEnumerable();
+
+        if (excludePattern is not null)
+        {
+            var excludeRegex = new Regex($"^{excludePattern}$");
+
+            requirementsEntries = requirementsEntries.Where(s => !excludeRegex.IsMatch(s));
+        }
+
+        return this.AddArgs(requirementsEntries.Select(s => (Argument)s).ToArray());
+    }
+
     /// <inheritdoc />
     public override string ToString()
     {

StabilityMatrix.Core/Python/PipPackageSpecifier.cs

@@ -0,0 +1,87 @@
+using System.Diagnostics;
+using System.Diagnostics.CodeAnalysis;
+using System.Text.RegularExpressions;
+using StabilityMatrix.Core.Processes;
+
+namespace StabilityMatrix.Core.Python;
+
+public partial record PipPackageSpecifier
+{
+    public required string Name { get; init; }
+
+    public string? Constraint { get; init; }
+
+    public string? Version { get; init; }
+
+    public string? VersionConstraint => Constraint is null || Version is null ? null : Constraint + Name;
+
+    public static PipPackageSpecifier Parse(string value)
+    {
+        var result = TryParse(value, true, out var packageSpecifier);
+
+        Debug.Assert(result);
+
+        return packageSpecifier!;
+    }
+
+    public static bool TryParse(string value, [NotNullWhen(true)] out PipPackageSpecifier? packageSpecifier)
+    {
+        return TryParse(value, false, out packageSpecifier);
+    }
+
+    private static bool TryParse(
+        string value,
+        bool throwOnFailure,
+        [NotNullWhen(true)] out PipPackageSpecifier? packageSpecifier
+    )
+    {
+        var match = PackageSpecifierRegex().Match(value);
+        if (!match.Success)
+        {
+            if (throwOnFailure)
+            {
+                throw new ArgumentException($"Invalid package specifier: {value}");
+            }
+
+            packageSpecifier = null;
+            return false;
+        }
+
+        packageSpecifier = new PipPackageSpecifier
+        {
+            Name = match.Groups["package_name"].Value,
+            Constraint = match.Groups["version_constraint"].Value,
+            Version = match.Groups["version"].Value
+        };
+
+        return true;
+    }
+
+    /// <inheritdoc />
+    public override string ToString()
+    {
+        return Name + VersionConstraint;
+    }
+
+    public static implicit operator Argument(PipPackageSpecifier specifier)
+    {
+        return specifier.VersionConstraint is null
+            ? new Argument(specifier.Name)
+            : new Argument((specifier.Name, specifier.VersionConstraint));
+    }
+
+    public static implicit operator PipPackageSpecifier(string specifier)
+    {
+        return Parse(specifier);
+    }
+
+    /// <summary>
+    /// Regex to match a pip package specifier.
+    /// </summary>
+    [GeneratedRegex(
+        "(?<package_name>[a-zA-Z0-9_]+)(?<version_specifier>(?<version_constraint>==|>=|<=|>|<|~=|!=)(<version>[a-zA-Z0-9_.]+))?",
+        RegexOptions.CultureInvariant,
+        1000
+    )]
+    private static partial Regex PackageSpecifierRegex();
+}