| # 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 | |