README
| 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 |
Contributors
Similar repos
README
| 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 |