Bob's Burgers LoRA Overview

This LoRA was trained on the animated sitcom created by Loren Bouchard. It includes concepts for all 5 members of the Belcher family (Bob, Linda, Louise, Tina, and Gene) as well as Teddy, for a total of 6 concepts.

LoRA - What is it?

Well, it is an acronym for Low-rank Adaptation, but that doesn't really say what it is. LoRA is a method used for quick fine-tuning of diffusion models. What you end up with after training is a much smaller 'model' that works with your other models. It is used somewhat like a hypernetwork, but currently the tool most people use with LoRA models is Automatic1111.

Recommended Settings

• LoRA strength - between 0.7 and 1.0 give the best results. I use 0.8 mostly, but you can play around with the strength and tweak to your liking

• I used SD 1.5 to train it and get good results with most models based on that, but it also works really well with Elldreth's Lucid Mix and TheAlly's Mix II: Churned. You might also find it works well with other models, so feel free to share!

• Highres.fix is great with this LoRA but you can get good images without it