# Tutorial: Fine-Tuning Stable Diffusion with DreamBooth and Hugging Face Diffusers

_Tool · published 2022-11-07_

A new tutorial walks practitioners through fine-tuning Stable Diffusion using DreamBooth, a technique that allows a model to learn specific subjects or styles from a small set of reference images. The guide leverages Hugging Face's Diffusers library, providing a practical, code-driven path to personalized image generation without training a model from scratch.

DreamBooth has become a widely adopted method for adapting large diffusion models to niche creative needs — from character consistency in visual storytelling to custom asset generation for production pipelines. This tutorial lowers the barrier further by tying the workflow directly into the Diffusers ecosystem, which is familiar to much of the open-source generative AI community.

## Sources
- [Hugging Face Blog](https://huggingface.co/blog/dreambooth)
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