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

# Example Fine-Tuned Model based on the tutorial from Unit 2 of the [Diffusion Models Class 🧨](https://github.com/huggingface/diffusion-models-class)

DDPM model trained on Celeba-HQ and fine tuned to generate vintage-styled face images

## Usage

```python
from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('iamkzntsv/ddpm-celebahq-finetuned-vintage-faces-16epochs')
image = pipeline().images[0]
image
```