SDXL is a text-to-image generative AI model developed by Stability AI that creates beautiful images. It is the successor to Stable Diffusion.
Features:
- Text-to-image generation
- In-painting: Generates images by in-painting parts of an existing image
- Image-to-image generation: Transforms an input image towards a prompt
- Refinement: You can use a separate refiner model to add finer detail to your output
Image-to-image generation:
- Enter a prompt that describes what you want the output image to look like
- Select an input image in the image field
- The prompt_strength field changes how strongly the prompt is applied to the input image
Refinement:
- You can use the refiner in two ways:
- As an ensemble of experts (base_model_refiner option)
- In ensemble of experts mode, the SDXL base model handles the steps at the beginning (high noise), before handing over to the refining model for the final steps (low noise)
- You get a more detailed image from fewer steps
- You can change the point at which that handover happens, we default to 0.8 (80%)
- In this mode you take your final output from SDXL base model and pass it to the refiner
- You can define how many steps the refiner takes