---
license: mit
tags:
- pytorch
- diffusers
- unconditional-image-generation
- diffusion-models-class
---

# Model Card for Unit 1 of the [Diffusion Models Class 🧨](https://github.com/huggingface/diffusion-models-class)

This model is a diffusion model for unconditional image generation of black-and-white images of handwritten digits.
The number of cycles of the training loop is 10. 
Learning rate is 4e-4.
This model has a good generation effect.

## Usage

```python
from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('BackTo2014/mnist-demo3')
image = pipeline().images[0]
image
```