stable-diffusion-webui-ipynb  by wibus-wee

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

created 2 years ago
322 stars

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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The project is officially deprecated and no longer maintained.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

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1 day

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