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模型:
beki/en_spacy_pii_distilbert
中文| 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 |