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SpaCy-id_dep_web_sm
jdoerfler/SpaCy-id_dep_web_sm
SpaCy-id_dep_web_sm is a token classification model from jdoerfler. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as apache-2.0.
https://github.com/jdoerfler/ar-fa-id-tl-SpaCy-Training
Access
Public
Updated Dec 21, 2024
Repo size
30.5 MB
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1
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- apache-2.0
- Access
- Public
- Created
- Dec 18, 2024
- Updated
- Dec 21, 2024
- SHA
- fb57c4d0
Model card
From the Hugging Face model README
https://github.com/jdoerfler/ar-fa-id-tl-SpaCy-Training
SpaCy morphologizer (universal POS tagger) and dependency labeler. Trained on ~5k samples from Universal Dependencies' id_csui-ud-train.conllu and id_gsd-ud-train.conllu, tested on ~.8k samples Universal Dependencies' id_csui-ud-test.conllu and id_gsd-ud-test.conllu.
- uPOS accuracy: 0.9293
- Dep head accuracy: 0.7875
- Dep label accuracy: 0.6817
- Task
- Token Classification
- Library
- spacy
- License
- apache-2.0
- Languages
- id
- Created
- Dec 18, 2024
- Updated
- Dec 21, 2024