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danish-bert-review-sentiment – AI Model by KennethTM | AlphaNeural AI

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KennethTM/
danish-bert-review-sentiment

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0

text-classification

autotrain_compatible

endpoints_compatible

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What is this?

BERT classification model for short customer reviews written in Danish.

The model uses 5 classes ranging from 1-5 stars:

⭐ (very poor)
⭐⭐ (poor)
⭐⭐⭐ (neutral)
⭐⭐⭐⭐ (good)
⭐⭐⭐⭐⭐ (very good)

The model is fine-tuned using the pre-trained Danish BERT model.

How to use

Test the model using the 🤗Transformers library pipeline:

python

from transformers import pipeline

classifier = pipeline("sentiment-analysis", model="KennethTM/danish-bert-review-sentiment")
classifier("Intet virkede og ingen hjælp at hente.")

#[{'label': '⭐', 'score': 0.4953940808773041}]

Or load it using the Auto* classes:

python

from transformers import AutoTokenizer, AutoModelForSequenceClassification

model = AutoModelForSequenceClassification.from_pretrained("KennethTM/danish-bert-review-sentiment")
tokenizer = AutoTokenizer.from_pretrained("KennethTM/danish-bert-review-sentiment")