dreambooth-training-guide VS diffusers

I dont have the time right now, but the rule of thumb for me was 80 unet learning steps for 1 image. Atleast 40 regularization images. Read more about regularization images here: https://github.com/nitrosocke/dreambooth-training-guide

This tutorial for dreambooth training has advice with regard to backgrounds which is probably also applicable to LORA. It recommends including images with solid, non-transparent backgrounds but not using them exclusively. Images that focus on the torso and face are probably most important unless your subject has very distinctive legs and feet. Removing other subjects is a must if you're training for a specific subject.

I found this, I'm going to go through this guide. Seems like I am using far too many images. https://github.com/nitrosocke/dreambooth-training-guide

Nitrosocke's guide already tells how much and what kind of images to use.

Dreambooth lets you do it in less than 100 images. https://github.com/nitrosocke/dreambooth-training-guide These folks say it's 5-15 to train on a person but I've not tested myself. https://www.reddit.com/r/StableDiffusion/comments/10tqy88/were\_launching\_a\_lightningfast\_dreambooth\_service/

See eg this tutorial for styles: https://github.com/nitrosocke/dreambooth-training-guide

The first time I tried to Dreambooth a style it went poorly. Then I found Nitrosocke's Dreambooth Training Guide and realized my problems were caused by a poorly redacted dataset.

i use this fork (based on shivam's but with a twist) https://github.com/InB4DevOps/diffusers/ with 500 regularization images

about the repo, i started with the shivamshirao since I only have 12 GB Vram, but after some time I have migrated to a fork of it: https://github.com/InB4DevOps/diffusers

and add this fork of shivam which adds additional improvement by caching latents every so often: https://github.com/InB4DevOps/diffusers

i'm using this dreambooth: https://github.com/InB4DevOps/diffusers

For the training of ("Improved" DreamBooth training)[https://github.com/InB4DevOps/diffusers/tree/main/examples/dreambooth] I used these (200 class images)[https://github.com/TheLastBen/fast-stable-diffusion/blob/main/Dreambooth/Regularization/Women] from TheLastBen's repo.

The source can be found here: https://github.com/InB4DevOps/diffusers/tree/main/examples/dreambooth