Update README.md

README.md

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 license: openrail
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+
+## Super Resolution
+
+I fine tuned a version of Stable Diffusion 1.4 for the task of super-resolution, you can find the [trained model on huggingface hub](https://huggingface.co/lambdalabs/stable-diffusion-super-res) and can run a gradio demo as follows:
+
+```bash
+git clone https://github.com/justinpinkney/stable-diffusion.git
+cd stable-diffusion
+python -m venv .venv --prompt sd
+. .venv/bin/activate
+pip install -U pip
+pip install -r requirements.txt
+python scripts/gradio_superres.py
+```
+
+Note since I trained this model there is now an 'official' super res model for Stable Diffusion 2 which you might prefer to use.
+
+Trained by [Justin Pinkney](https://www.justinpinkney.com/) ([@Buntworthy](https://twitter.com/Buntworthy)) at [Lambda Labs](https://lambdalabs.com/).