File size: 1,155 Bytes
33353ee | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | ---
pipeline_tag: text-to-image
---
# StableDiffusionXL-ts
Original model: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
Model repository for `TensorStack` library and the windows `Diffuse` application
## C# Inference Demo
```csharp
// Pipeline Config
var pipelineConfig = new PipelineConfig
{
Path = "TensorStack/StableDiffusionXL-ts",
Pipeline = "StableDiffusionXLPipeline",
ProcessType = ProcessType.TextToImage,
DataType = DataType.Bfloat16
};
// Create Pipeline
using (var pythonPipeline = new PythonPipeline(pipelineConfig, PipelineProgress.ConsoleCallback))
{
// Download/Load Model
await pythonPipeline.LoadAsync();
// Generate Option
var options = new PipelineOptions
{
Prompt = "Cute doggo riding a bicycle",
Steps = 30,
Width = 1024,
Height = 1024,
GuidanceScale = 7f,
Scheduler = SchedulerType.DDPM
};
// Generate
var response = await pythonPipeline.GenerateAsync(options);
// Save Image
await response
.AsImageTensor()
.SaveAsync("Result.png");
}
```
|