FastSD CPU ✨

Faster version of stable diffusion running on CPU.

Took 10 seconds to generate single 512x512 image on Core i7-12700(With OpenVINO).

Based on Latent Consistency Models .

Features

• Image Sizes: Customize your images with support for 256, 512, and 768 sizes.
• Platform Compatibility: Seamlessly run the application on both Windows and Linux.
• Save Your Creations: Easily save your edited images with the built-in save feature.
• Fine-Tune Settings: Take control of your editing process with adjustable settings for the number of steps, guidance, and seed.

Safety First:

• Enhanced Safety Checker: Ensuring your creations are worry-free.

Maximum Potential:

• Push the Limits: Maximum inference steps extended to 25.
• OpenVINO Magic: Exclusive support for OpenVINO - Thanks to deinferno's contribution.
• Windows Wonder: Enjoy a 50% speed boost, with a single 512x512 image generated in just 10 seconds on a Core i7-12700.

OpenVINO support

Thanks deinferno for the OpenVINO model contribution. Currently, it is tested on Windows only,by default it is disabled. We found a 50% speed improvement using OpenVINO.It Took 10 seconds to generate single 512x512 image on Core i7-12700

Unlock Your Dreams with LCM Models:

Step into Dreamshaper_v7's world, supported in Diffuser format.

• Model URLs for the curious:
• https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7
• https://huggingface.co/deinferno/LCM_Dreamshaper_v7-openvino

FastSD CPU on Windows

• Windows Wonders:

  • A smooth Python experience (Recommended: Python 3.10 or 3.11).

• Experience the Art:

  • Quick Installation:
    • Clone or download this repository.
    • Execute install.bat with patience (installation time depends on your internet speed).

• The Magic Begins:

  • Start FastSD CPU by simply double-clicking start.bat.

FastSD CPU on Linux

• Linux Lovers:
  • Ensure Python 3.8 or higher is on your side.
• Your Art Studio:
  • Installation Ritual:
    • Clone or download this repository.
    • Navigate to the "fastsdcpu" directory in your terminal.
• The Linux Magic:
  • Run install.sh with chmod +x install.sh and ./install.sh.
  • Start the enchantment by running start.sh with chmod +x start.sh and ./start.sh.

Let Your Imagination Run Wild - Embrace the Magic!