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---

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");

}

```