Training (Fine-Tuning) Your Own Stable Diffusion Model Using Colab

IMPORTANT NOTE: YOU CANNOT RUN THIS CODE WITHOUT UPGRADING TO COLAB PRO Training, or Fine-Tuning, your Stable Diffusion model cannot be easier with DreamBooth! Using Google Colab, I will walk you through generating images with specific subjects, objects, or styles! 📣📣📣I have just opened a Discord page to discuss SD and AI Art - common issues and news - join using the link: https://discord.gg/fxHVBVQ7Aa 👀 Struggling to run Stable Diffusion locally? You can try DiffusionHub! 🤑Get 20% MORE DiffusionHub CREDIT using the link below or using the promo code LAURA20! Link: https://diffusionhub.io?fpr=laura17 🤙🏻 Follow me on Medium to get my Newsletter: - Get UNLIMITED access to all articles: https://medium.com/@lauracarnevali/membership - Laura: https://medium.com/@lauracarnevali - Intelligent Art: https://medium.com/intelligent-art 📰 Article: https://medium.com/@lauracarnevali/training-fine-tuning-your-stable-diffusion-model-with-colab-ff9328cc0964 📌 Links: Google Colab Notebook: https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast-DreamBooth.ipynb Step by Step guide by Excalibro1: https://github.com/Excalibro1/fast-stable-diffusionwik/wiki/fast-stable-diffusion-wiki Ruiz et al., DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation: https://dreambooth.github.io Patil et al., Training Stable Diffusion with Dreambooth: https://wandb.ai/psuraj/dreambooth/reports/Training-Stable-Diffusion-with-Dreambooth--VmlldzoyNzk0NDc3#the-experiment-settings Hugging Face: https://huggingface.co Crop with Birme: https://www.birme.net 00:43 What is Fine-Tuning? 00:53 What is DreamBooth? 03:09 Open the Colab Notebook 03:33 Connect Colab to Google Drive 03:51 Install Dependencies 04:05 Model Download/Load 05:32 Create a New Session 06:29 Load an Existing Session 07:10 Upload Instance Images 11:32 Captions 12:53 Concept Images (Heavy Regularization) 14:05 Training the Model 19:36 Test the Trained Model 20:05 Create Images w/Stable Diffusion 25:30 Upload Model to Hugging Face #aiart #stablediffusion #generativeart #googlecolab #colab #training #dreambooth #modeltrains #stablediffusionai #stablediffusiontutorial