StableDiffusion-PyTorch

This is a repository for the project where I code Stable Diffusion image generator model using PyTorch, inspired by Umar Jamil on YouTube.

Extra Resources are linked below:

1). https://github.com/hkproj/pytorch-stable-diffusion , the main repo / video.

2). Download vocab.json and merges.txt from https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/tree/main/tokenizer and save them in the data folder

3). Download v1-5-pruned-emaonly.ckpt from https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/tree/main and save it in the data folder

4). DDPM Paper : https://arxiv.org/abs/2006.11239

5). More on CFG : https://www.reddit.com/r/StableDiffusion/comments/1cm4vhj/why_do_diffusion_models_need_classifierfree/

https://medium.com/@baicenxiao/understand-classifier-guidance-and-classifier-free-guidance-in-diffusion-model-via-python-e92c0c46ec18

https://paperswithcode.com/paper/classifier-free-diffusion-guidance