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de_GERNERMEDpp_GermanBERT
jfrei/de_GERNERMEDpp_GermanBERT
de_GERNERMEDpp_GermanBERT is a token classification model from jfrei. Use it when you need labels on individual words, such as names. It is set up for spacy.
GottBERT-based model of the GERNERMED++ German NER model for medical entities.
All-time downloads
535
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Repo size
844 MB
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0
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Other438 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Jul 5, 2022
- Updated
- Aug 3, 2023
- SHA
- 8297a9a5
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Model card
From the Hugging Face model README
GottBERT-based model of the GERNERMED++ German NER model for medical entities.
| Feature | Description |
|---|---|
| Name | de_GERNERMEDpp_GermanBERT |
| Version | 1.0.0 |
| spaCy | >=3.2.3,<3.3.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Johann Frei |
Label Scheme
<details> <summary>View label scheme (6 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | Dosage, Drug, Duration, Form, Frequency, Strength |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 90.87 |
ENTS_P | 90.89 |
ENTS_R | 90.86 |
TRANSFORMER_LOSS | 193600.80 |
NER_LOSS | 255416.71 |
- Task
- Token Classification
- Library
- spacy
- Languages
- de
- Created
- Jul 5, 2022
- Updated
- Aug 3, 2023