|
---
|
|
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
|
|
 |
