README.md

metadata

title: Nepali Romanization to Devanagari
emoji: 🐠
colorFrom: red
colorTo: blue
sdk: docker
pinned: false

Nepali Romanization to Devanagari Converter

Convert romanized Nepali text to Devanagari script with normalization.

Features

• Normalization: Handles spelling variations in romanized text
• Transliteration: Converts to Devanagari using fine-tuned ByT5
• Fast Inference: Optimized with FP16 and reduced beam search

Usage

1. Enter romanized Nepali text
2. Get normalized romanization + Devanagari output

Model Details

• Normalization: FastText + phonetic dictionary
• Transliteration: Fine-tuned ByT5-small model