README.md

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

# Model Card for Unit 4 of the [Diffusion Models Class 🧨](https://github.com/huggingface/diffusion-models-class)

This model is a diffusion model for unconditional audio generation of music in the genre Punk

## Usage

```python
from IPython.display import Audio
from diffusers import DiffusionPipeline

pipe = DiffusionPipeline.from_pretrained("Skier8402/audio-diffusion-punk")
output = pipe()
display(output.images[0])
display(Audio(output.audios[0], rate=pipe.mel.get_sample_rate()))
```
## Hardware
Trained on an NVIDIA 4090 24 vCPU 125 GB RAM 20GB Storage on Runpod.io.