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spacy_ner_predii
aryan10022001/spacy_ner_predii
spacy_ner_predii is a token classification model from aryan10022001. Use it when you need labels on individual words, such as names. It is set up for spacy.
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11.7 MB
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024
- SHA
- 6f562064
Try a prompt
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.4,<3.8.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (8 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | CHASSIS TYPE, COMPONENT, CORRECTIVE ACTION, FAILURE ISSUE, MANUFACTURER, PARTS, PROCESS, VEHICLE MODEL |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 81.49 |
ENTS_P | 83.28 |
ENTS_R | 79.78 |
TOK2VEC_LOSS | 73481.67 |
NER_LOSS | 790364.36 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024