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title: MADLAD-400 Translation
emoji: 🌍
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.8.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: Translate English text to (almost) 400 languages.
---
# MADLAD-400 Translation
Translate English text to nearly 400 languages using Google's [MADLAD-400](https://arxiv.org/pdf/2309.04662) 3B model.
## Requirements
- Python 3.12
- MPS (Apple Silicon) or CUDA GPU
## Setup
```bash
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python app.py
```
The Gradio interface launches at `http://localhost:7860`.
## Tooling
```bash
ruff check . # lint
ruff format . # format
ty check # type check
pytest -m "not slow" # fast tests
pytest # all tests (requires GPU + model download)
```
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