metadata
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% |
from peace import PEACE
model = PEACE.from_pretrained("davidbraun/peace", subfolder="boxgraph")
See the repository README for the full model card.