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---
pipeline_tag: text-to-image
---
#FLUX.1-schnell - Onnx Olive DirectML Optimized 

## Original Model
https://huggingface.co/black-forest-labs/FLUX.1-schnell

## C# Inference Demo
https://github.com/TensorStack-AI/OnnxStack

```csharp
// Create Pipeline
var pipeline = FluxPipeline.CreatePipeline("D:\\Models\\Flux_schnell-f32-onnx");

// Prompt
var promptOptions = new PromptOptions
{
    GuidanceScale = 0f,
    InferenceSteps = 4,
    SchedulerType = SchedulerType.FlowMatchEulerDiscrete,
    Prompt = "Create an image of a wise old wizard with a long white beard, holding a staff topped with a crystal and casting a spell"
};

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

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