How to Tell if a PII Redaction Model Is Any Good
A model count says nothing about quality. What proves a PII redaction model works: held-out evaluation, precision and recall, and an auditable model card.
How We Built PhEye's PII Name Models
Four open GLiNER name detectors for PhEye, from a 90 MB xsmall to a high-capacity large: why we built name-only models, how we trained them, and how they fit.