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senda – AI Model by larskjeldgaard | AlphaNeural AI

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larskjeldgaard/
senda

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text-classification

autotrain_compatible

endpoints_compatible

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Danish BERT fine-tuned for Sentiment Analysis (Polarity)

This model detects polarity ('positive', 'neutral', 'negative') of danish texts.

It is trained and tested on Tweets annotated by Alexandra Institute.

Here is an example on how to load the model in PyTorch using the 🤗Transformers library:

python

from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline
tokenizer = AutoTokenizer.from_pretrained("larskjeldgaard/senda")
model = AutoModelForSequenceClassification.from_pretrained("larskjeldgaard/senda")

# create 'senda' sentiment analysis pipeline 
senda_pipeline = pipeline('sentiment-analysis', model=model, tokenizer=tokenizer)

senda_pipeline("Sikke en dejlig dag det er i dag")