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en_colorExtractor
liubomyrgavryliv/en_colorExtractor
en_colorExtractor is a token classification model from liubomyrgavryliv. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as mit.
Model to extract color entities from chunks of notes
All-time downloads
334
Public
Repo size
1.4 GB
Likes
1
Public
Repo makeup
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Other34.4 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Access
- Public
- Created
- Sep 7, 2023
- Updated
- Sep 9, 2023
- SHA
- 3c243453
Try a prompt
Model card
From the Hugging Face model README
Model to extract color entities from chunks of notes
| Feature | Description |
|---|---|
| Name | en_colorExtractor |
| Version | 0.0.1 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | MIT |
| Author | Liubomyr Gavryliv |
Label Scheme
<details> <summary>View label scheme (1 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | COLOR |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 96.81 |
ENTS_P | 96.56 |
ENTS_R | 97.06 |
TOK2VEC_LOSS | 1365.52 |
NER_LOSS | 147789.01 |
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Languages
- en
- Created
- Sep 7, 2023
- Updated
- Sep 9, 2023