🎯 FinBERT-Multi

Financial sentiment analysis model. Fine-tuned ProsusAI/finbert on 143K+ samples from 5 combined financial datasets.

The model outputs softmax outputs for three sentiment classes: Positive, Negative, Neutral.

🚀 Usage

from transformers import pipeline

classifier = pipeline("text-classification", model="ENTUM-AI/FinBERT-Multi")

classifier("Stock price soars on record-breaking earnings report")
# [{'label': 'Positive', 'score': 0.99}]

classifier("Company announces quarterly earnings results")
# [{'label': 'Neutral', 'score': 0.98}]

classifier("Revenue decline signals weakening market position")
# [{'label': 'Negative', 'score': 0.97}]

📊 Training Data

Dataset	Samples
FinanceInc/auditor_sentiment	~4.8K
nickmuchi/financial-classification	~5K
warwickai/financial_phrasebank_mirror	~4.8K
NOSIBLE/financial-sentiment	~100K
TimKoornstra/financial-tweets-sentiment	~38K

⚠️ Limitations

• English only