dreambooth-training-guide
DiffusionToolkit
dreambooth-training-guide | DiffusionToolkit | |
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30 | 126 | |
595 | 674 | |
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10.0 | 9.3 | |
over 1 year ago | 22 days ago | |
C# | ||
- | MIT License |
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dreambooth-training-guide
- [Sdforall] L'extension Dreambooth pour Automatic111 est sortie
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Creating own model like the ones on civitai.com
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
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Image background for LORA training images
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.
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Non-technical tips for ideal training of Stable Diffusion through Dreambooth?
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
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Questions about Regularization Images to be used in Dreambooth
Nitrosocke's guide already tells how much and what kind of images to use.
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What’s going to be a problem 20 years from now that people are choosing to ignore?
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/
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We’re launching a lightning-fast Dreambooth service: finetune 1’500 steps in 5min!
See eg this tutorial for styles: https://github.com/nitrosocke/dreambooth-training-guide
- Would it be possible to pretrain generation to mimic my art style?
- Dreambooth model training : dataset labelling
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Introducing Macro Diffusion - A model fine-tuned on over 700 macro images (Link in the comments)
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.
DiffusionToolkit
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Release Diffusion Toolkit v1.4 · RupertAvery/DiffusionToolkit
Diffusion Toolkit (https://github.com/RupertAvery/DiffusionToolkit) is an image metadata-indexer and viewer for AI-generated images. It aims to help you organize, search and sort your ever-growing collection, using the data that's right there on the images.
- Release Diffusion Toolkit v1.3 · RupertAvery/DiffusionToolkit
- How important is the SD subreddit for me? ====> Well I have a thousand organized bookmarks HELD HOSTAGE by the mods. Can you please make the sub READ ONLY at least?
- What is your personal project (software) right now that keeps your "programming adrenaline" running?
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My widebody AI concept
Awesome thanks, I wouldn't have thought to use 'works" I always do JCW or just (Mini Cooper). FYI you can pull the prompt info from the image of you are using Automatic1111 or vladdiffusion, under PNGinfo tab. If not using those repos, something like this works well: https://github.com/RupertAvery/DiffusionToolkit
What are some alternatives?
sd_dreambooth_extension
stable-diffusion-webui-nsfw-censor - stable-diffusion-webui-nsfw-censor
StableTuner - Finetuning SD in style.
discord-rpc-for-automatic1111-webui - Silent extension (no tab) for AUTOMATIC1111's Stable Diffusion WebUI adding connection to Discord RPC, so it would show a fancy table in the Discord profile.
stable-diffusion-webui - Stable Diffusion web UI
exiftool - ExifTool meta information reader/writer
dreambooth-gui
breadboard - Stable Diffusion Browser for Windows, Mac, and Linux
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
sd-webui-stable-horde-worker - Stable Horde Unofficial Worker Bridge as Stable Diffusion WebUI (AUTOMATIC1111) Extension
stablediffusion - High-Resolution Image Synthesis with Latent Diffusion Models
sd_auto_fix - Fine, I'll just put my pull requests here.