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sms-parser – AI Model by amigodev24 | AlphaNeural AI | AlphaNeural AI

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amigodev24/
sms-parser

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SMS Parser AI

Real-time Indian bank SMS transaction parser using Qwen2.5-1.5B + LoRA adapter.

Features

Parse any Indian bank SMS (ICICI, BOB, HDFC, SBI, etc.)
Extract: amount, type, bank, account, UPI, vendor, date, balance
~1-2s latency on CPU
100% accuracy on ICICI/BOB SMS
Self-hosted — no data leaves this Space

How to Use

Paste an Indian bank SMS in the text box
Click "Parse SMS"
Get structured JSON output with transaction fields

Model

Base: Qwen/Qwen2.5-1.5B-Instruct
Adapter: amigodev24/sms-parser-adapter (LoRA rank 16)
Training: 1,324 examples, 3 epochs, ~52 min on Mac M4
Inference: transformers + PEFT on CPU

Example SMS

ICICI Bank Acct XX211 debited for Rs 500.00 on 15-Jun-25, RAMESH G credited. UPI:521456789012.

Output:

json

{
  "amount": "500.0",
  "transaction_type": "debit",
  "bank_name": "ICICI",
  "account": "XX211",
  "transaction_date": "2025-06-15",
  "vendor": "RAMESH G",
  "upi_id": "521456789012"
}