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Releases: TilelliLab/Yaz

Yaz v0.0.2

18 Jun 08:49

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Zenodo archival release. Content identical to v0.0.1 (cut after connecting the repo to Zenodo so a DOI is minted).

Yaz — an editable, auditable sub-1M-param byte-level model: CRUD fact-edits with provable per-edit locality + routing-confidence abstention. Reproducible pip-only (AURC 0.004; oracle 0.003). Weights: https://huggingface.co/TilelliLab/Yaz . Research prototype, honestly scoped; first-byte editor; not a moat.

Yaz v0.0.1

17 Jun 23:47

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First public release of Yaz — an editable, auditable tiny knowledge model with routing-confidence abstention.

  • CRUD fact-edits with provable per-edit locality
  • Paraphrase-robust routing (held-out reach 0.696 vs 0.216)
  • Near-oracle abstention (risk-coverage AURC 0.004; oracle 0.003)
  • Reproducible with pip-only sentence-transformers (no internal deps)
  • Weights (safetensors): https://huggingface.co/TilelliLab/Yaz
  • Technical report: paper/yaz-technical-report.pdf

Research prototype. First-byte editor; the earlier 0.675 edit-generalization figure was retracted (at chance). Not a moat; honest step in the ROME/MEMIT/GRACE/SERAC/PENME lineage.