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added runwayml checkpoint and inpainting 

Signed-off-by: Georg Zoeller <georgzoeller@users.noreply.github.com>
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@ -42,14 +42,16 @@ All forks listed here add additional features and optimisations and are generall
* [replicate/copg-stable-diffusion](https://github.com/replicate/cog-stable-diffusion) - [Cog machine learning container](https://github.com/replicate/cog) of SD v1.4.
* [stable-diffusion-jupyterlab-docker](https://github.com/pieroit/stable-diffusion-jupyterlab-docker) - A Docker setup ready to go with Jupyter notebooks for Stable Diffusion.
## Models and Weights
* [runwayml/stable-diffusion](https://github.com/runwayml/stable-diffusion) - Stable Diffusion Branch by [RunwayML](https://runwayml.com) with specifically trained inpainting model for high quality inpainting.
Models (.ckpt files) must be separately downloaded and are required to run Stable Diffusion. The latest model release is v1.4.
## Checkpoints and Weights
Checkpoints (.ckpt files) must be separately downloaded and are required to run Stable Diffusion. The latest model release is v1.4.
* 🖊️ [Official Model Card](https://huggingface.co/CompVis/stable-diffusion) - Official Model Card on Hugging Face with all versions of the model. Download requires sign-in and acceptance of terms of service.
* [stable-diffusion-v-1-4-original.chkpt](https://huggingface.co/CompVis/stable-diffusion-v-1-4-original) - The latest model's card
* [RealESRGAN Models](https://github.com/xinntao/Real-ESRGAN/releases/) - Download location for the latest RealESRGAN models required to use the upscaling features implemented by many forks. Different models exist for realistic and anime content. Please refer to the fork documentation to identify the ones you need.
* [sd-v1-5-inpainting from RunwayML](https://huggingface.co/runwayml/stable-diffusion-inpainting/blob/main/sd-v1-5-inpainting.ckpt) - Checkpoint trained off SD 1.2 specifically for inpainting performance.
## Online Demos and Notebooks