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22 Use Pretrained Diffusion Models from Hugging Face | Quickstart Tutorial | Generative AI 2025

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22 Use Pretrained Diffusion Models from Hugging Face | Quickstart Tutorial | Generative AI 2025

In this practical lesson from Generative AI: Create an Impressive AI Art 2025, we show you how to easily use any pretrained diffusion model from Hugging Face Hub—including Stable Diffusion, Kandinsky, and other open-source models.

🛠️ What you’ll learn:

How to find and select the right model on Hugging Face

Load diffusion models with diffusers library

Generate AI art/images using pretrained pipelines

Modify and fine-tune pretrained models

Real-world examples using just a few lines of Python

This tutorial is perfect if you want amazing results without training from scratch. Let’s leverage the power of the Hugging Face ecosystem!

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