Modelpublic

sarfras/crypto-sentiment-distilroberta

sourceHugging Faceupdated 11mo agoView on Hugging Face

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Model Card

Crypto Sentiment Classifier - DistilRoBERTa

Model Description

This fine-tuned DistilRoBERTa model classifies financial/crypto tweets into BEARISH (0), BULLISH (1), or NEUTRAL (2) sentiments. Trained on 9.5k+ Twitter financial news samples with class weighting for imbalance.

Intended Uses

—Real-time sentiment analysis on crypto tweets.
—Integration into trading bots or dashboards.

Performance

Metric	Value
Eval F1 (weighted)	0.8811
Accuracy	0.8790

Limitations & Bias

—Heavy Neutral skew may underperform on extreme sentiments.
—Trained on general financial tweets; fine-tune further for pure crypto jargon.