Mini toolsOverview
Stable Diffusion 2 updates the SD recipe for higher fidelity and cleaner composition, with improved depth and upscaling options while keeping text-to-image, image-to-image, and inpainting workflows.
Description
SD2 revisits training data and encoders to sharpen detail and structure. Prompts map more faithfully to layout and lighting, depth-guided variants add stronger 3D cues, and upscalers help push outputs to delivery sizes. The ecosystem remains open and tunable, so teams can adapt SD2 with LoRA or full fine-tunes and keep using familiar pipelines for iterative design.
About Stability AI
Stability AI is a data analysis company that specializes in artificial intelligence and machine learning solutions for predictive analytics in the financial services sector.
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Last updated: October 3, 2025
