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financial-sentiment-bert
Kroalist/financial-sentiment-bert
financial-sentiment-bert is a text classification model from Kroalist. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
Sentence-level classifier for English financial news.
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Repo size
1.3 GB
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 19, 2025
- Updated
- Apr 23, 2025
- SHA
- 2562f316
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Financial Sentiment BERT (FinBERT fine-tune)
Sentence-level classifier for English financial news.
| Item | Value |
|---|---|
| Base model | ProsusAI/finbert |
| Dataset | Financial PhraseBank |
| Labels | positive (0) · negative (1) · neutral (2) |
| Epochs | 3 (early-stopped) |
| Best val acc | 0.8356 |
| Test acc | 0.81 |
| Hardware | CPU-only training |
Usage
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tok = AutoTokenizer.from_pretrained("Kroalist/financial-sentiment-bert")
model = AutoModelForSequenceClassification.from_pretrained("Kroalist/financial-sentiment-bert")
Last updated: 2025-04-23
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- Apr 19, 2025
- Updated
- Apr 23, 2025