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flaviaggp/pt_lg_pipeline
pt_lg_pipeline is a text classification model from flaviaggp. Use it when you need a label for a piece of text. It is set up for spacy.
Link do trabalho no Kaggle: https://www.kaggle.com/datasets/flaviagg/lenerbr .
Downloads · 30 days
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From the Hugging Face model README
Link do trabalho no Kaggle: https://www.kaggle.com/datasets/flaviagg/lenerbr .
Criei um Web App que proporciona a comparação dos modelos sm e lg: https://huggingface.co/spaces/flaviaggp/Streamlit_Lener .

| Feature | Description |
|---|---|
| Name | pt_lg_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.4.4,<3.5.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
| Component | Labels |
|---|---|
ner | JURISPRUDENCIA, LEGISLACAO, LOCAL, ORGANIZACAO, PESSOA, TEMPO |
| Type | Score |
|---|---|
ENTS_F | 83.79 |
ENTS_P | 83.98 |
ENTS_R | 83.61 |
TOK2VEC_LOSS | 23620.33 |
NER_LOSS | 127975.46 |