beki/en_spacy_pii_distilbert

Feature	Description
Name	en_spacy_pii_distilbert
Version	0.0.0
spaCy	>=3.4.1,<=3.8.2
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