Metadata-Version: 2.4
Name: blackbar-nano
Version: 0.0.1
Summary: Local-first PII detection and redaction (35 labels, CPU, ~38ms/message). Model release imminent — weights will be published on Hugging Face under Apache-2.0.
Author: safetype
License-Expression: Apache-2.0
Keywords: pii,redaction,ner,privacy,anonymization
Requires-Python: >=3.10
Description-Content-Type: text/markdown

# blackbar-nano

Local-first PII detection and redaction. A 35-label NER model that runs on CPU
at ~38ms per message (Apple M1), trained on ~570k synthetic rows.

**Status: release in progress.** This version reserves the package name; the
model weights (Apache-2.0) and the full SDK land here shortly.

Benchmarks vs GLiNER2-PII (identical data): 96.9% leak-view coverage vs 95.8%,
SPY public benchmark 0.518 vs 0.390 avg exact F1, ~34x faster per message.
