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

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

Fine-tuning the smithosonian butterflies dataset with celebhq dataset. --image_size 128 --batch_size 8 --num_epochs 16    --grad_accumulation_steps 2 

## Usage

```python
from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('Skier8402/ddpm-celebahq-finetuned-butterflies-16epochs')
image = pipeline().images[0]
image
```