---
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-f16-onnx");

// Prompt
var promptOptions = new PromptOptions
{
    Prompt = "A cow in a suit holding a sign that says 'OnnxStack Flux', intricate design and details, hyperrealism, photorealistic, cinematic."
};

// Scheduler Options
var schedulerOptions = pipeline.DefaultSchedulerOptions with
{
    GuidanceScale = 0f,
    InferenceSteps = 4,
    SchedulerType = SchedulerType.FlowMatchEulerDiscrete,
};

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

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