| tags: | |
| - music-information-retrieval | |
| - audio | |
| # TuneForge model catalog | |
| Versioned, checksummed model releases maintained for | |
| [TuneForge](https://github.com/grazzolini/tuneforge). TuneForge did not train these models. | |
| | Family | Task | Format | Runtime | License | Files | | |
| | --- | --- | --- | --- | --- | --- | | |
| | Crema 0.2.0 | Chord recognition | ONNX opset 18 | ONNX Runtime 1.29.0 CPU | BSD 2-Clause | [`crema/`](./crema/README.md) | | |
| | Beat This 1.1.0 `small0` | Beat and downbeat tracking | ExecuTorch PTE FP32 | ExecuTorch 1.4.0 XNNPACK | MIT; runtime BSD 3-Clause | [`beat-this/`](./beat-this/README.md) | | |
| Each family directory contains its model card, release manifest, licenses, and | |
| family-relative `SHA256SUMS`. The Crema release also contains its fixed runtime state. The Beat | |
| This PTE does not bundle ExecuTorch; application distributions supply the runtime separately. | |
| The Git source, reproducible conversion tooling, and publication workflows live in the | |
| [TuneForge models repository](https://github.com/grazzolini/tuneforge-models). New model releases | |
| use maintainer-approved workflows, short-lived OIDC credentials, anonymous byte verification, | |
| and artifact provenance attestations. | |