What does "Guidance Scale" mean?
Table of Contents
Guidance scale is a concept used in generating images with diffusion models. It helps control how closely the generated images match the user's input prompts. By adjusting this scale, users can influence the quality and clarity of the images produced.
How It Works
When creating an image from a text prompt, the guidance scale can be set to different levels. A higher guidance scale means the model will try harder to follow the prompt closely. This often results in images that look better and are more aligned with what the user wants. On the other hand, a lower guidance scale allows the model to be more creative and explore different ideas, which can lead to varied outcomes.
Importance
Choosing the right guidance scale is key for achieving the desired results in image generation. It allows users to balance between strict adherence to the prompt and creative freedom, leading to different styles and qualities in the final image.