---
library_name: peace
license: cc-by-nc-4.0
tags:
- audio
- audio-effects
- audio-retrieval
- code-retrieval
- faust
- jax
- flax
---

# PEACE: AFx-Rep with BoxGraph

The BoxGraph code encoder runs four weight-shared message-passing layers of width
1024 over the Faust Block Diagram Algebra graph of a program, and mean-pools its
`seq` and effect nodes. Chains deeper than training run one layer per graph
level. Embeddings depend only on the parsed program, not on how it is written.
This is run `57910cd3` at step 36000.

| Audio→Code R@1 | R@10 | Code→Audio R@1 | R@10 |
|---:|---:|---:|---:|
| 48.5% | 77.7% | 50.8% | 77.5% |

```python
from peace import PEACE

model = PEACE.from_pretrained("davidbraun/peace", subfolder="boxgraph")
```

See the [repository README](../README.md) for the full model card.