---
pipeline_tag: text-to-image
---
# Hyper-SD - Onnx Olive DirectML Optimized 

## Original Model
https://huggingface.co/ByteDance/Hyper-SD

## C# Inference Demo
https://github.com/saddam213/OnnxStack

```csharp
// Create Pipeline
var pipeline = StableDiffusionXLPipeline.CreatePipeline("D:\\Models\\Hyper-SD-onnx");

// Prompt
var promptOptions = new PromptOptions
{
    Prompt = "Generate an image of a cunning thief man, with a hood and a smirk, slipping away with a bag of stolen jewels."
};

// Scheduler Options
var schedulerOptions = pipeline.DefaultSchedulerOptions with
{
    InferenceSteps = 1,
    GuidanceScale = 0,
    SchedulerType = SchedulerType.DDIM,
    Timesteps = new List<int> { 800 }
};

// Run pipeline
var result = await pipeline.GenerateImageAsync(promptOptions, schedulerOptions);

// Save Image Result
await result.SaveAsync("Result.png");
```
## Inference Result
![Intro Image](Sample.png)