Supernova11c/Supernova-Roman-teraillm-Restoration-V2

Supernova Roman Restoration V2

Overview

Supernova Roman Restoration V2 is a deterministic Romanized-text restoration system developed by Supernova.

It restores Romanized Nepali forms into their native Devanagari representations using a large curated Roman→native dictionary.

This release does not use a transformer, pretrained language model, neural network, or learned generative model.

Architecture

Romanized input
      ↓
Exact dictionary lookup
      ↓
Native Devanagari output
      ↓
Unmatched input remains unchanged