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osanseviero/flair_test3
flair_test3 is a token classification model from osanseviero. Use it when you need labels on individual words, such as names. It is set up for flair.
New change Requires: - Flair (pip install flair)
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From the Hugging Face model README
New change Requires:
pip install flair)from flair.data import Sentence
from flair.models import SequenceTagger
# load tagger
tagger = SequenceTagger.load("osanseviero/flair_test3")
# make example sentence
sentence = Sentence("On September 1st George won 1 dollar while watching Game of Thrones.")
# predict NER tags
tagger.predict(sentence)
# print sentence
print(sentence)
# print predicted NER spans
print('The following NER tags are found:')
# iterate over entities and print
for entity in sentence.get_spans('ner'):
print(entity)