stable-diffusion-webui-ipynb  by wibus-wee

SD WebUI Colab for image generation and LoRA training (DEPRECATED)

Created 2 years ago
321 stars

Top 84.5% on SourcePulse

GitHubView on GitHub
Project Summary

This repository provides Google Colab notebooks for running AUTOMATIC1111's Stable Diffusion WebUI and Kohya's LoRA training scripts. It targets users who want an easy setup for AI image generation and fine-tuning models, offering pre-configured environments and model download utilities.

How It Works

The project leverages Google Colab's GPU resources, packaging Stable Diffusion WebUI and LoRA training scripts into Jupyter notebooks. It includes features for downloading recommended models directly from CivitAI and Hugging Face, optimizing download speeds with aria2, and integrating extensions like ControlNet and the CivitAI browser. The approach simplifies complex setups by providing a managed environment.

Quick Start & Requirements

  • Install/Run: Execute commands within the provided Google Colab notebooks.
  • Prerequisites: Google account for Colab, internet connection. GPU acceleration is provided by Colab.
  • Setup Time: Minimal, as it's pre-configured within Colab.
  • Links: [Web UI Notebook](Go To Colab), [LoRA Train Notebook](Go To Colab), [Xformers Build Notebook](Go To Colab), [Prompts Collection](Prompts Collection)

Highlighted Details

  • Simplified model downloading with integrated CivitAI browser support.
  • Includes scripts for training LoRA models based on kohya-ss/sd-scripts.
  • Provides a notebook for building xformers from source, including support for older GPUs like M4000.
  • Offers a curated list of recommended LoRAs, checkpoints, and textual inversions.

Maintenance & Community

The project is marked as DEPRECIATED by the author due to lack of time and Google's policies. Maintenance has ceased.

Licensing & Compatibility

The README does not explicitly state a license. Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The project is officially deprecated and no longer maintained. Google's policies may affect its continued usability on Colab. Some model compatibility issues with training scripts are noted, referencing specific forks of kohya-ss/sd-scripts.

Health Check
Last Commit

1 year ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
0 stars in the last 30 days

Explore Similar Projects

Starred by Didier Lopes Didier Lopes(Founder of OpenBB), John Resig John Resig(Author of jQuery; Chief Software Architect at Khan Academy), and
1 more.

launchables by brevdev

0%
2k
Notebook templates for AI/ML tasks
Created 2 years ago
Updated 3 weeks ago
Starred by Chip Huyen Chip Huyen(Author of "AI Engineering", "Designing Machine Learning Systems"), Jeff Hammerbacher Jeff Hammerbacher(Cofounder of Cloudera), and
5 more.

ai-toolkit by ostris

0.9%
6k
Training toolkit for finetuning diffusion models
Created 2 years ago
Updated 14 hours ago
Starred by Tobi Lutke Tobi Lutke(Cofounder of Shopify), Yineng Zhang Yineng Zhang(Inference Lead at SGLang; Research Scientist at Together AI), and
26 more.

axolotl by axolotl-ai-cloud

0.5%
10k
CLI tool for streamlined post-training of AI models
Created 2 years ago
Updated 15 hours ago
Starred by Max Howell Max Howell(Author of Homebrew), Patrick von Platen Patrick von Platen(Author of Hugging Face Diffusers; Research Engineer at Mistral), and
1 more.

kohya_ss by bmaltais

0.2%
11k
GUI for Stable Diffusion training scripts
Created 2 years ago
Updated 1 month ago
Feedback? Help us improve.