metadata
language:
- ta
- mr
tags:
- text-classification
- intent-classification
- multilingual
license: apache-2.0
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.