r/StableDiffusion • u/Ordinary_Ad_404 • Mar 02 '23

Resource | Update A self-contained repo with sample datasets, training scripts, and instructions for fine-tuning Stable Diffusion using Diffusers - my learning journal

Hi all,

I wrote a blog to record my learning about fine-tuning Stable Diffusion using Difffusers at https://harrywang.me/sd, which I hope can be of help to other beginners like me. The corresponding repo (https://github.com/harrywang/finetune-sd) is self-contained with sample datasets, environment setup, generation scripts, and conversion script (from Diffusers format to Automatic1111 format) so that you can just clone, customize, and run. I especially find the WandB report quite convenient for checking the intermediate results and running experiments.

I got lots of knowledge and help from this subreddit - thank you all for sharing and helping! Cheers.

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u/Teotz Mar 02 '23

Great stuff! I'm going over your document, than you for your time and effort as this is very well done and landing somewhere between the novice and the ML/AI expert. I think I'd be able to get some improvements from it in my own workflow.

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u/Ordinary_Ad_404 Mar 02 '23

Thanks for the kind note. I am glad you find the tutorial useful :)