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Arun323/
tamil-marathi-intent-classifier

Name: tamil-marathi-intent-classifier
Availability: InStock

safetensors

xlm-roberta

text-classification

intent-classification

multilingual

apache-2.0

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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

python

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.