Main Purpose
The main purpose of Stability AI's SDXL Turbo is to provide a fast generative text-to-image model for synthesizing photorealistic images from a text prompt in real-time.
Key Features
- Real-time image synthesis: SDXL Turbo can generate high-quality images in a single network evaluation, making it significantly faster than traditional multi-step models.
- Adversarial Diffusion Distillation (ADD): SDXL Turbo utilizes ADD technology, which allows for sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality.
- Customization options: Users can add a style to the text prompt, specify the aspect ratio, and choose the model version to generate images that match their requirements.
- Retry and customization: Users can retry generating images until they find the perfect one or continue customizing their text prompts.
- Download functionality: Once users find an image that works, they can download it.
Use Case
- Research on generative models.
- Real-time applications of generative models.
- Impact analysis of real-time generative models.
- Safe deployment of models that can generate harmful content.
- Probing and understanding the limitations and biases of generative models.
- Generation of artworks and use in design and other artistic processes.
- Applications in educational or creative tools.
