Create README.md

README.md

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+---
+tags:
+- flair
+- token-classification
+- sequence-tagger-model
+language: en
+datasets:
+- conll2003
+inference: false
+---
+
+## Flair NER model `en-ner-conll03-v0.4.pt`
+
+Imported from https://nlp.informatik.hu-berlin.de/resources/models/ner/
+
+### Demo: How to use in Flair
+
+```python
+from flair.data import Sentence
+from flair.models import SequenceTagger
+
+sentence = Sentence(
+	"My name is Julien, I currently live in Paris, I work at Hugging Face, Inc."
+)
+
+tagger = SequenceTagger.load("julien-c/flair-ner")
+
+
+# predict NER tags
+tagger.predict(sentence)
+
+# print sentence with predicted tags
+print(sentence.to_tagged_string())
+
+
+```
+
+yields the following output:
+
+> `My name is Julien <S-PER> , I currently live in Paris <S-LOC> , I work at Hugging <B-LOC> Face <E-LOC> .`