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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
## Note on Float16 Conversion:
The Float16 conversion of this model is not yet perfect, and there is a noticeable quality difference compared to the ONNX [Float32](https://huggingface.co/TensorStack/Flux_schnell-f32-onnx) version. While it still produces fantastic images, we are actively working on improving the precision of this model.
We welcome any community assistance or input regarding this conversion.
## 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
{
Prompt = "Illustrate a fierce barbarian man, with muscles rippling and wielding a massive axe, roaring in triumph"
};
// 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
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