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stability-ai/sdxl

Stability AI's flagship text-to-image generation model representing the pinnacle of the Stable Diffusion family's capabilities. SDXL (Stable Diffusion XL) implements a sophisticated two-stage generation pipeline utilizing a base model for initial latent creation followed by an optional refinement stage for enhanced details. The model incorporates dual text encoders (OpenCLIP-ViT/G and CLIP-ViT/L) for improved prompt understanding and generates higher resolution outputs compared to previous Stable Diffusion iterations with greater detail, better composition, and improved handling of human subjects.

Technical Specifications:

  • Architecture: Latent Diffusion Model with dual text encoders
  • Resolution: Up to 1024x1024 native resolution
  • Special Capabilities: Advanced inpainting, image-to-image transformation
  • Pipeline: Two-stage generation with optional refinement
  • Performance: Significantly improved over SD 1.5 and 2.1 in user testing
  • Applications: Creative content generation, artistic projects, visual design
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