---
title: ModiTrans
emoji: 📜
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 5.0.0
app_file: app.py
pinned: false
license: mit
short_description: Transliterate historic Modi script images to Devanagari
---

# ModiTrans — Modi Script to Devanagari

Gradio demo for [`historyHulk/ModiTrans-12B-Gemma-Teacher`](https://huggingface.co/historyHulk/ModiTrans-12B-Gemma-Teacher),
a LoRA adapter on `google/gemma-3-12b-it` that transliterates scanned images
of historic Modi script into modern Devanagari text.

## Setup notes before deploying

1. **Accept the gated model license.** Visit the
   [model page](https://huggingface.co/historyHulk/ModiTrans-12B-Gemma-Teacher)
   while logged in and accept the access conditions. You'll also need to
   accept the license for the base model
   [`google/gemma-3-12b-it`](https://huggingface.co/google/gemma-3-12b-it).
2. **Add an `HF_TOKEN` secret** to this Space (Settings → Variables and
   secrets) using a token from an account that has been granted access to
   both gated repos.
3. **Hardware:** this Space is configured for **ZeroGPU** (`@spaces.GPU` in
   `app.py`). ZeroGPU requires a PRO or verified Hugging Face account. If you
   don't have ZeroGPU access, remove the `spaces` import/decorator in
   `app.py` and instead select a dedicated GPU hardware tier (T4 or A10G) in
   the Space settings.

## Files

- `app.py` — Gradio app + inference logic
- `requirements.txt` — Python dependencies