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en_spacy_bert_small_ner
amalnuaimi/en_spacy_bert_small_ner
en_spacy_bert_small_ner is a token classification model from amalnuaimi. Use it when you need labels on individual words, such as names. It is set up for spacy.
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Feb 21, 2023
- Updated
- Feb 21, 2023
- SHA
- 9605910a
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Datasets
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_spacy_bert_small_ner |
| Version | 0.0.0 |
| spaCy | >=3.5.0,<3.6.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Abdulla Al Nuaimi |
Label Scheme
<details> <summary>View label scheme (4 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | LOC, MISC, ORG, PER |
Accuracy (Validation)
| Type | Score |
|---|---|
ENTS_F | 91.96 |
ENTS_P | 92.14 |
ENTS_R | 91.77 |
TRANSFORMER_LOSS | 44301.15 |
NER_LOSS | 117885.17 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Feb 21, 2023
- Updated
- Feb 21, 2023