Arun323/tamil-marathi-intent-classifier

Tamil and Marathi Intent Classification Model

This model classifies user intents in Tamil and Marathi into three categories:

• Greeting (0)
• Query (1)
• Farewell (2)

Usage

from transformers import pipeline

classifier = pipeline("text-classification", model="Arun323/tamil-marathi-intent-classifier")
result = classifier("வணக்கம்")  # Tamil greeting
print(result)  # Should classify as 0 (greeting)

result = classifier("मराठी भाषेबद्दल सांगा")  # Marathi query
print(result)  # Should classify as 1 (query)

Training

The model was fine-tuned on a dataset of Tamil and Marathi text with three intent classes.