---
library_name: pytorch
license: gemma
---

# MUNI

MUNI-PoE checkpoint and FID/FAD reference statistics for image-text-audio generation.

Use with the [official MUNI code](https://github.com/KAIST-Visual-AI-Group/MUNI).

- `muni_poe.pth`: MUNI-PoE EMA weights for inference and evaluation, not training resume.
- `stats/`: FID/FAD references for an MS-COCO 2014 validation subset, the AudioCaps test split, and the VGGSound test split.

## Download

```bash
hf download 32V/MUNI --local-dir ckpts/muni
```

Use `ckpts/muni/muni_poe.pth` for `--checkpoint` and set the benchmark's
`reference_root` to `ckpts/muni/stats`.