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modernbert-pii
Cbezz/modernbert-pii
modernbert-pii is a token classification model from Cbezz. Use it when you need labels on individual words, such as names. The card lists the license as apache-2.0.
ModernBERT fine-tuned for token classification (NER) to detect PII in Australian clinical notes. Labels use the BIO scheme over these entity types:
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At a glance
- Task
- Token Classification
- License
- apache-2.0
- Model type
- modernbert
- Access
- Public
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026
- SHA
- 6d76d774
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Base models
Model card
From the Hugging Face model README
modernbert-pii
ModernBERT fine-tuned for token classification (NER) to detect PII in Australian clinical notes. Labels use the BIO scheme over these entity types:
ACDADDRESSAGEATTENDING_NURSECOUNTRY_OF_BIRTHDATE_OF_BIRTHDVA_NUMBEREMAILFULL_NAMEGUARDIANSHIPIHIMEDICARE_NUMBERMRNNEXT_OF_KINOCCUPATIONOTHER_CLINICAL_STAFFPHONE_NUMBERPREFERRED_NAMEPRIVATE_HEALTH_NUMBERREFERRING_GPSEX_GENDERTREATING_CLINICIANWORKCOVER
Usage
from transformers import pipeline
ner = pipeline("token-classification", model="Cbezz/modernbert-pii", aggregation_strategy="simple")
ner("Patient John Smith, DOB 12/03/1980, MRN 4456219.")
- Task
- Token Classification
- Type
- modernbert
- License
- apache-2.0
- Languages
- en
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026