|
--- |
|
license: openrail++ |
|
base_model: |
|
- stabilityai/stable-diffusion-xl-base-1.0 |
|
pipeline_tag: text-to-image |
|
library_name: diffusers |
|
--- |
|
|
|
# Stable-Diffusion XL Base 1.0 - AMD Optimized ONNX |
|
|
|
## Original Model |
|
https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0 |
|
|
|
## _io32/16 |
|
_io32: model input is fp32, model will convert the input to fp16, perform ops in fp16 and write the final result in fp32 |
|
|
|
_io16: model input is fp16, perform ops in fp16 and write the final result in fp16 |
|
|
|
## Running |
|
|
|
### 1. Using Amuse GUI Application |
|
|
|
Use Amuse GUI application to run it: https://www.amuse-ai.com/ |
|
|
|
|
|
### 2. C# Inference Demo |
|
|
|
https://github.com/TensorStack-AI/OnnxStack |
|
|
|
```csharp |
|
// csharp example |
|
// Create Pipeline |
|
var pipeline = StableDiffusionPipeline.CreatePipeline("D:\\Models\\stable-diffusion-xl-base-1.0_io32_amdgpu"); |
|
// Prompt |
|
var promptOptions = new PromptOptions |
|
{ |
|
Prompt = "a beautiful castle in the mountains of Lake Tahoe snow, deep blue lake, ultra hd, cartoonish style" |
|
}; |
|
// Run pipeline |
|
var result = await pipeline.GenerateImageAsync(promptOptions, schedulerOptions); |
|
// Save Image Result |
|
await result.SaveAsync("Result.png"); |
|
``` |
|
## Inference Result |
|
 |
