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High-Resolution Image Synthesis with Latent Diffusion Models

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Fork for use with sd-webui

  • If you're following the steps outline via Installation Link, there is an optional steps to load Latent Diffusion Super Resolution (LDSR)
  • This repo helps minor updates to automatic download_mode.bat and keep things compatible with sd-webui
  • download_mode.bat - will download the required model files and place them under experiments/pretrained_models

LDSR

  1. Git clone this repo Hafiidz/latent-diffusion into your /stable-diffusion-webui/src/ folder
  2. You can do this by navigating to /stable-diffusion-webui/src/ folder in your VSCode terminal, or via running git bash or other relevant command prompt
  1. Run git clone https://github.com/Hafiidz/latent-diffusion.git
  2. It will take a while to download and once the cloning is completed, you will see the following messages:
  1. Next, run /stable-diffusion-webui/src/latent-diffusion/download_model.bat, by double clicking it, to automatically download 2 relevant files project.yaml and model.cpkt
  2. The file will take a while to download, once done, navigate to stable-diffusion-webui/src/latent-diffusion/experiments/pretrained_models/ and confirm the two files are there
  1. (Optional) If the two files are not there, you can manually download them:
    1. Download project.yaml and model last.cpkt.
    2. Rename <date>-project.yaml to project.yaml and last.ckpt to model.ckpt
    3. Place both under stable-diffusion-webui/src/latent-diffusion/experiments/pretrained_models/
  2. Follow the discussion or raise a new issue here.

Link to Latent diffusion details

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  • Python 99.5%
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