docs/features/nepali_text_classifier.md

Nepali Text Classifier

Overview

This classifier identifies whether Nepali-language text content is written by a human or AI.

Model

• Base Model: XLM-Roberta (XLMRClassifier)
• Language: Nepali (Multilingual model)
• Fine-tuned with scraped web content (~18,000 samples)

Dataset

• Custom scraped dataset with manual labeling
• Includes news, blogs, and synthetic content from various LLMs

Code Location

• Controller: features/nepali_text_classifier/controller.py
• Inference: features/nepali_text_classifier/inferencer.py
• Model Loader: features/nepali_text_classifier/model_loader.py

API

• Endpoint: ENDPOINTS
• Input: Raw text
• Output: JSON classification with label and confidence score

🔙 Back to Main README