README.md

metadata

pipeline_tag: text-to-image

Hyper-SD - Onnx Olive DirectML Optimized

Original Model

https://huggingface.co/ByteDance/Hyper-SD

C# Inference Demo

https://github.com/saddam213/OnnxStack

// Create Pipeline
var pipeline = StableDiffusionXLPipeline.CreatePipeline("D:\\Models\\Hyper-SD-onnx");

// Prompt
var promptOptions = new PromptOptions
{
    Prompt = "Generate an image of a cunning thief man, with a hood and a smirk, slipping away with a bag of stolen jewels."
};

// Scheduler Options
var schedulerOptions = pipeline.DefaultSchedulerOptions with
{
    InferenceSteps = 1,
    GuidanceScale = 0,
    SchedulerType = SchedulerType.DDIM,
    Timesteps = new List<int> { 800 }
};

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

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

Inference Result