---
pipeline_tag: text-to-image
---
# Z-Image-Turbo
Original: https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

Model repository for `TensorStack` library and the windows `Diffuse` application <br />
`Diffuse App`: Coming Soon!<br />
`TensorStack`: https://github.com/TensorStack-AI/TensorStack<br />

## C# Inference Demo
```csharp
// Pipeline Config
var pipelineConfig = new PipelineConfig
{
    Path = "TensorStack/Z-Image-Turbo-ts",
    Pipeline = "ZImagePipeline",
    ProcessType = ProcessType.TextToImage,
    IsFullOffloadEnabled = true,
    DataType = DataType.Bfloat16
};

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

    // Generate Option
    var options = new PipelineOptions
    {
        Prompt = "Cute doggo riding a bicycle",
        Steps = 10,
        Width = 1024,
        Height = 1024,
        GuidanceScale = 0f,
        Scheduler = SchedulerType.FlowMatchEulerDiscrete
    };

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

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