README.md

metadata

pipeline_tag: text-to-image

StableDiffusionXL-ts

Original model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0

Model repository for TensorStack library and the windows Diffuse application

C# Inference Demo

// Pipeline Config
var pipelineConfig = new PipelineConfig
{
    Path = "TensorStack/StableDiffusionXL-ts",
    Pipeline = "StableDiffusionXLPipeline",
    ProcessType = ProcessType.TextToImage,
    DataType = DataType.Bfloat16
};

// Create Pipeline
using (var pythonPipeline = new PythonPipeline(pipelineConfig, PipelineProgress.ConsoleCallback))
{
    // Download/Load Model
    await pythonPipeline.LoadAsync();

    // Generate Option
    var options = new PipelineOptions
    {
        Prompt = "Cute doggo riding a bicycle",
        Steps = 30,
        Width = 1024,
        Height = 1024,
        GuidanceScale = 7f,
        Scheduler = SchedulerType.DDPM
    };

    // Generate
    var response = await pythonPipeline.GenerateAsync(options);

    // Save Image
    await response
        .AsImageTensor()
        .SaveAsync("Result.png");
}