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banking-sms-json-parser-v8
rawsun00001/banking-sms-json-parser-v8
banking-sms-json-parser-v8 is a text generation model from rawsun00001. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
Advanced AI model that converts Indian banking SMS messages into structured JSON format.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Aug 6, 2025
- Updated
- Aug 6, 2025
- SHA
- 97ecb964
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Datasets
Model card
From the Hugging Face model README
Banking SMS JSON Parser V8
Advanced AI model that converts Indian banking SMS messages into structured JSON format.
Features
- ✅ Detects transaction vs non-transaction messages
- ✅ Extracts amount, date, transaction type, last 4 digits
- ✅ Categorizes transactions into 32+ categories
- ✅ Handles unknown merchants with "Other" category
- ✅ Supports UPI, NEFT, RTGS, Card transactions
- ✅ 60,000+ training samples with realistic Indian banking patterns
Usage
Training Data
- 60,000 training samples
- 6,000 validation samples
- 75% transaction, 25% non-transaction messages
- Realistic Indian banking SMS patterns
- Major Indian banks: ICICI, HDFC, SBI, Kotak, Axis, BOB, YES, etc.
Performance
Optimized for high accuracy on real-world Indian banking SMS messages with proper category classification and transaction detection.
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Languages
- en
- Created
- Aug 6, 2025
- Updated
- Aug 6, 2025