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Created Model Merging (markdown)

cmdr2 2022-12-24 22:54:24 +05:30
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**This feature is available in versions 2.5.0 and higher**
You can merge two Stable Diffusion models (in `.ckpt` or `.safetensors` formats). A UI is planned for this, but for now, you can follow these steps to merge models easily:
1. Double-click the `Developer Console.cmd` file (on Linux: open terminal, and run `./developer_console.sh`)
2. Type `python` and press enter.
3. Type `from sdkit.train import merge_models`
4. Type `merge_models('C:/path/to/first_model.ckpt', 'C:/path/to/second_model.safetensors', ratio=0.3, 'C:/path/to/merged_model.safetensors', use_fp16=True)
Set the `ratio` to a number between 0 and 1. This decides the contribution of the two models. A ratio of 0 means only the first model will be used, and a ratio of 1 means only the second model will be used. A ratio of 0.5 means half of each model will be used.
That's it. Your merged model will be stored at the path you mentioned.
We're working on providing a UI for this as well.