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bytedance/sdxl-lightning-4step

A high-performance accelerated version of Stable Diffusion XL optimized for generating high-quality images in just 4 diffusion steps. Developed by ByteDance, this model dramatically reduces computation time while maintaining impressive image fidelity. SDXL-Lightning-4step employs advanced distillation techniques to compress the standard SDXL inference process from 25-50 steps down to only 4, making it ideal for real-time applications and environments with limited computational resources.

Technical Specifications:

  • Base Architecture: Stable Diffusion XL
  • Optimization: Specialized distillation for accelerated inference
  • Inference Steps: 4 (fixed)
  • Resolution: Up to 1024x1024 pixels
  • Speed: Approximately 10x faster than standard SDXL
  • Quality/Speed Tradeoff: Minor quality reduction for significant speed gain
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