rohin30n/armour-ai-classifier

Armour AI - Finance Classifier Model

A multilingual binary classification model for identifying financial conversations in Hinglish.

Model Details

• Base Model: bert-base-multilingual-cased
• Task: Binary Classification (Financial / Non-Financial)
• Language: Hinglish (Hindi-English mix)
• Domain: Financial Services

Quick Start

from transformers import pipeline

classifier = pipeline("text-classification", model="rohin30n/armour-ai-classifier")

text = "kya aap 20 lakh ka term insurance lena chahiye?"
result = classifier(text)
print(result)
# Output: [{'label': 'LABEL_1', 'score': 0.9985}]

Labels

• LABEL_0: Non-Financial (0)
• LABEL_1: Financial (1)

Training Configuration

• Epochs: 3
• Batch size: 16
• Learning rate: 2e-5
• Train/Test split: 80/20

Performance

• Accuracy: ~0.92
• Precision: ~0.91
• Recall: ~0.93
• F1 Score: ~0.92

Project

Part of Armour AI - An intelligent financial advisory platform.

License

MIT

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Status: Production Ready | Version: 1.0 | Last Updated: April 2026