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How to use Astria checkpoint with other tools

AUTOMATIC1111 WebGui

  1. Open Google Colab with AUTOMATIC1111 [https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/faststablediffusion_AUTOMATIC1111.ipynb]
  2. Copy the URL from Astria by right clicking on the CKPT link and choosing ‘Copy link address’. Note that this link has a 10 minute expiration time and you should run the next step within the 10 minutes.
  3. Download the model into Colab: before the "Model Download/Load" cell block, add the below code cell !curl -f -omodel.ckpt “URL”
  4. In the Model URL enter /content/model.ckpt

Note about usage locally on your own machine: When running the AUTOMATIC1111 WebGui locally, you will need to run with --disable-safe-unpickle in order to load the checkpoint. Part of the model checkpoint generated contains embeddings pickle file which is required for the fine-tune. You can read more about checkpoints and pickle files at HuggingFace Pickle Scanning.