What are you having trouble following? I'm not trying to be rude, but it's already a -less technical- method because HF's diffusers and accelerate stuff will download everything for you and set it all up. I rather it was a little more technical, because it's a bit of a black box.

I was having problems with unhelpful error messages until I updated transformers. I'm still having CUDA illegal memory access errors at the start of training, but I think that's because support for old Tesla GPUs is just fading -- had the same issue with new pytorch trying to run any SD in full precision.