sd_dreambooth_extension VS StableStudio

I am trying to use StableDiffusion via AUTOMATIC1111 with the Dreambooth extension

When I first attempted SD training, I was very frustrated. It wasn't until I found this obscure forum thread on Github that I actually started producing great results with Dreambooth. Because I have such satisfactory results, I'm very reluctant to beat my brains against LoRa and its related training techniques. I gave up trying to train TI embeddings a long time ago. And I never figured out how to train or how to use hypernetworks. I've only been able to get good results with Dreambooth directly because of that thread I linked above. I make LoRas by extracting them from Dreambooth-trained checkpoints. And I have no idea if I'm doing the extractions the right way or not.

Getting the same with automatic1111 and sd_dreambooth extension. Check out more here in the issues log: https://github.com/d8ahazard/sd_dreambooth_extension/issues/1266

It's several moths old and many things have changed. But the spreadsheet available through this thread on Github has been indispensable for me when I train Dreambooth models. I'm astounded no one talks about it. I bring it up all the time. The research presented there should be continued. I'd love to see similar research done for SD v2.1.

Training rate is paramount. Read this Github thread.

https://github.com/d8ahazard/sd_dreambooth_extension/discussions/547/ (in depth training principles understanding)

sd_dreambooth_extension https://github.com/d8ahazard/sd_dreambooth_extension.git main 926ae204 Fri Mar 31 15:12:45 2023 unknown

also the Dreambooth extension supports API (https://github.com/d8ahazard/sd_dreambooth_extension/blob/main/scripts/api.py) so i'm not sure where do you get those news :/

Make a basic implement for webui plugin by jtydhr88 · Pull Request #24 · Stability-AI/StableStudio (github.com)

You can actually use it in A1111 webui right now if you install the stable-studio-webui extension. It's not as good as a true local install will be, but you can at least do things you can't do with Clipdrop like change the resolution, sampler, steps, CFG, etc.

Hi all, I'm trying to figure out what prompt engineering Stability uses in their DreamStudio and StableStudio (opensource) tools. I've been going through their code, but I can't quite seem to find it. It would think they are somewhere in this folder (https://github.com/Stability-AI/StableStudio/tree/main/packages/stablestudio-ui/src/Generation/Image/Style), but no luck. Anyone know how I could find them?

Yes! I just created an issue to get this implemented as a plugin for StableStudio: https://github.com/Stability-AI/StableStudio/issues/69

Link to their GitHub here

StabilityAI releases opensource text-to-image software, but even if that weren't the case, there are opensource interfaces and a plethora of image models that run locally.

`pip install imaginairy --upgrade && aimg server`

As a reminder StableStudio is the new open-source version of DreamStudio from stability.ai. https://github.com/Stability-AI/StableStudio