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KoichiYasuoka/deberta-small-occitan-upos
deberta-small-occitan-upos is a token classification model from KoichiYasuoka. Use it when you need labels on individual words, such as names. The card lists the license as cc-by-sa-4.0.
This is a DeBERTa(V2) model pre-trained with Tolosa Treebank for POS-tagging and dependency-parsing, derived from deberta-small-occitan. Every word is tagged by UPOS (Universal Part-Of-Speech).
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From the Hugging Face model README
This is a DeBERTa(V2) model pre-trained with Tolosa Treebank for POS-tagging and dependency-parsing, derived from deberta-small-occitan. Every word is tagged by UPOS (Universal Part-Of-Speech).
from transformers import AutoTokenizer,AutoModelForTokenClassification
tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/deberta-small-occitan-upos")
model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/deberta-small-occitan-upos")
or
import esupar
nlp=esupar.load("KoichiYasuoka/deberta-small-occitan-upos")
esupar: Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa/DeBERTa models