Edit model card
Feature Description
Name en_spacy_pii_distilbert
Version 0.0.0
spaCy >=3.4.1,<3.5.0
Default Pipeline transformer, ner
Components transformer, ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Trained on a new dataset for structured PII generated by Privy. For more details, see this blog post
License MIT
Author Benjamin Kilimnik

Label Scheme

View label scheme (5 labels for 1 components)
Component Labels
ner DATE_TIME, LOC, NRP, ORG, PER

Accuracy

Type Score
ENTS_F 95.42
ENTS_P 95.30
ENTS_R 95.54
TRANSFORMER_LOSS 61154.85
NER_LOSS 56001.88
Downloads last month
2,269

Dataset used to train beki/en_spacy_pii_distilbert

Spaces using beki/en_spacy_pii_distilbert 6

Evaluation results