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nobody v0.2.0 — initial public model

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@naeyn naeyn released this 26 Jul 18:07
v0.2.0
41b497e

Historical source release corresponding to the first published nobody-pii-de Hugging Face artifact.

Highlights

  • German-first GLiNER model plus deterministic redaction pipeline.
  • Checksum validation for IBAN, credit cards, German tax IDs, and Dutch BSNs.
  • Format-aware email, phone, license-plate, and numeric-date detection.
  • Mixed checkpoint trained from a pinned Apache-2.0 GLiNER base on 25,909 German OpenPII-1M rows (CC-BY-4.0) plus 12,672 companion synthetic instances.
  • Protocol-v2 German result: 0.791 F1 / 1.63% PII token leakage.
  • Multilingual synthetic regression result: 0.927 F1 / 0.51% leakage.

The German leakage point estimate passed the original 2% gate, but its 95% bootstrap interval [1.17%, 2.17%] crossed the threshold. All benchmark corpora were synthetic; this release did not establish real-world performance.

The current model binary introduced here remains unchanged in v0.3.0:

model.safetensors — 84cb4207ec386a2467894328bccd83127ac62ee771779c0c909047ea3cc54d06

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