saddam213/SDXL-Lightning-onnx

SDXL Lightning - Onnx Olive DirectML Optimized

Original Model

https://huggingface.co/ByteDance/SDXL-Lightning

C# Inference Demo

https://github.com/saddam213/OnnxStack

// Create Pipeline
var pipeline = StableDiffusionXLPipeline.CreatePipeline("D:\\Repositories\\SDXL-Lightning-onnx");

// Prompt
var promptOptions = new PromptOptions
{
    Prompt = "photo of a cat drinking at a bar"
};

// Scheduler Options
var schedulerOptions = pipeline.DefaultSchedulerOptions with
{
    SchedulerType = SchedulerType.Euler,
    InferenceSteps = 8,
    GuidanceScale = 0,
    BetaSchedule = BetaScheduleType.Linear
};

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

// Save Image Result
await result.SaveAsync("Result.png");

Inference Result