Prompt Adherence and ControlNets
Stable Diffusion 3.5 Large demonstrates superior prompt adherence compared to other models in the market. This is achieved through a combination of better dataset curation, captioning, and additional innovation in training protocols. Prompt adherence refers to the model's ability to accurately generate images that match the input prompt. This feature is essential for users who require precise control over the generated images.
Looking forward, Stability AI is planning on releasing a ControlNets capability for Stable Diffusion 3.5. ControlNets will provide more control for various professional use cases, such as upscaling an image while maintaining the overall colors or creating an image that follows a specific depth pattern. This feature will enable users to fine-tune the generated images to meet their specific requirements.