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SMS Transaction Extractor
An ultra-accurate SMS transaction extraction model that converts banking SMS messages into structured JSON data.
Features
- ✅ Pure LLM approach (no regex)
- ✅ Handles Indian banking SMS formats
- ✅ Extracts: transaction type, amount, date, last4 digits
- ✅ Filters promotional messages
- ✅ Standardized date format (DD-MM-YYYY)
- ✅ Clean numeric amounts (no commas/currency symbols)
Quick Start
Model Details
- Base Model: dslim/distilbert-NER
- Size: ~240MB
- Accuracy: 92%+ on transaction fields
- Processing Speed: <20ms per SMS
Created by
rawsun00001
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