README.md

metadata

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

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

// Prompt
var promptOptions = new PromptOptions
{
    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"
};

// 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