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finbert-finnsentiment
fergusq/finbert-finnsentiment
finbert-finnsentiment is a text classification model from fergusq. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
This is a FinBERT model fine-tuned with the FinnSentiment dataset. 90% of sentences were used for training and 10% for evaluation.
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Model card
From the Hugging Face model README
FinBERT fine-tuned with the FinnSentiment dataset
This is a FinBERT model fine-tuned with the FinnSentiment dataset. 90% of sentences were used for training and 10% for evaluation.
Evaluation results
| Metric | Score |
|---|---|
| Accuracy | 0.8639028475711893 |
| F1-score | 0.8643024701696561 |
| Precision | 0.8653866541244811 |
| Recall | 0.8639028475711893 |
| Matthews | 0.6764924917164834 |
License
FinBERT-FinnSentiment is licensed under the CC BY 4.0 License (same as FinBERT and the FinnSentiment dataset).
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Languages
- fi
- Hf Inference
- live
- Created
- Mar 2, 2022
- Updated
- Mar 24, 2023