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Stable Diffusion implemented from scratch in PyTorch

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creating an interface for the stable diffusion using gradio interface, and another interface using fastAPI as web interface. the HTML file for the web interface

creating an interface for the stable diffusion using gradio interface, and another interface using fastAPI as web interface. here is the API code

creating an interface for the stable diffusion using gradio interface, and another interface using fastAPI as web interface

https://github.com/hkproj/pytorch-stable-diffusion/blob/6e6900078372af15eb1b13e73068cd563784f377/sd/ddpm.py#L64C9-L64C39 The implementation makes sense from what the equations say but I was confused for a minute with using the term `beta_prod_t`. What is `beta`? `beta = 1 - alpha`...

Pointed the links to CompVis/stable-diffusion-v1-4 because the runwayml links were not working. Pointed ckpt link to Envvi/Inkpunk-Diffusion Also updated demo.ipynb to load the new ckpt instead of old one.