xirui824/credit-worth-models

What's a Credit Worth? — trained checkpoints

Research checkpoints for What's a Credit Worth? A Market Framework for Attribution-Aware Compensation in Generative Music.

Code, numerical results, and the recovery guide: GitHub archive branch.

Upload status

The public checkpoint archive is complete and verified: all 473 planned files are present, including 182 weight files, totaling about 398.20 GiB. Every weight file matches the local upload SHA-256 record. The repository also contains this README and the automatically generated .gitattributes.

See the final verification report for the exact byte count and inventory checks. Training recordings and private experiment inputs are stored separately in the private dataset, which is complete and requires authorized access. They are not exposed by this public model repository.

Model and layout

The directory name sao_ip_100 is historical: this experiment uses 50 catalogs. The uploaded full model was trained with seed 42 for 50 epochs, with per-device batch size 4 and gradient accumulation 2. The checkpoint bytes and numerical precision are preserved unchanged. The accompanying resolved architecture configuration comes from the original fit.

Paths are relative to the source repository root. Download into a matching checkout; see PRESERVATION.md there for environment and data requirements.

Licenses

The Stable Audio Open-derived component remains subject to the Stable Audio Community License. The source repository contains its code licenses. This upload does not relicense third-party base models or redistribute the training recordings.

The Anticipatory Music Transformer-derived component uses the upstream Apache-2.0 license.