This model is a fine-tuned version of nordic-roberta-wiki trained for NER on the wikiann dataset.

eval F1-Score: 83,78

test F1-Score: 83,76

Model Usage

from transformers import AutoTokenizer, AutoModelForTokenClassification

from transformers import pipeline

tokenizer = AutoTokenizer.from_pretrained("birgermoell/ner-swedish-wikiann")

model = AutoModelForTokenClassification.from_pretrained("birgermoell/ner-swedish-wikiann")

nlp = pipeline("ner", model=model, tokenizer=tokenizer)

example = "Jag heter Per och jag jobbar på KTH"


Select AutoNLP in the “Train” menu to fine-tune this model automatically.

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Token Classification
This model can be loaded on the Inference API on-demand.
Evaluation results