# Diffusers Notebooks
Notebooks for the HuggingFace Diffusers library

<p align="center">
    <br>
    <img src="https://raw.githubusercontent.com/huggingface/diffusers/77aadfee6a891ab9fcfb780f87c693f7a5beeb8e/docs/source/imgs/diffusers_library.jpg" width="400"/>
    <br>
<p>

## 📓 Examples

| Notebook                                                                                                               | Colab                                                                                                                                                                                   | Description                                                                                                            |
|------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
| [Getting started with Diffusers](https://github.com/huggingface/notebooks/blob/main/diffusers/diffusers_intro.ipynb)   | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/diffusers_intro.ipynb)  | First look at the library with a detailed model inference example.                                                     |
| [Training a DDPM model](https://github.com/huggingface/notebooks/blob/main/diffusers/training_example.ipynb)           | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/training_example.ipynb) | An example of training a [DDPM model](https://arxiv.org/abs/2006.11239) from scratch on a dataset of butterfly images. |
| [Stable Diffusion with Diffusers](https://github.com/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb) | How to use Stable Diffusion model for text-to-image generation using diffusers library.                                |


Collaborative Calculation and Data Science

colby

sagemath

Diffusers Notebooks

📓 Examples

Product

Resources

Company

Notebook	Colab	Description
Getting started with Diffusers		First look at the library with a detailed model inference example.
Training a DDPM model		An example of training a DDPM model from scratch on a dataset of butterfly images.
Stable Diffusion with Diffusers		How to use Stable Diffusion model for text-to-image generation using diffusers library.