---
title: English Hindi Translator
emoji: 🌐
colorFrom: blue
colorTo: green
sdk: docker
app_port: 7860
pinned: false
license: mit
---

# English to Hindi Translator

A FastAPI demo that serves a custom Transformer translation model with a simple web interface.

`train.py` is included for reference. The deployed Docker app does not run training; it only loads the saved checkpoint for inference.

## Try it locally

```bash
pip install -r requirements.txt
uvicorn app:app --host 0.0.0.0 --port 7860
```

Then open `http://localhost:7860`.

## API

```bash
curl -X POST "http://localhost:7860/translate" \
  -H "Content-Type: application/json" \
  -d '{"text":"How are you?"}'
```

Model parameter names, tensor shapes, and sizes are available in the Space UI
with the **Model Parameters** button, or directly through:

```bash
curl "http://localhost:7860/model-parameters"
```