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title: MADLAD-400 Translate
emoji: 🌍
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.17.3
app_file: app.py
python_version: "3.12"
pinned: false
license: apache-2.0
short_description: Translate between 418 languages.
---
# MADLAD-400 Translate
Translate between 418 languages from Table 9 (Section A.1) of Google's [MADLAD-400](https://arxiv.org/pdf/2309.04662) 3B model.
## Requirements
- [uv](https://docs.astral.sh/uv/) (Python package manager)
- Python 3.12
- CUDA GPU (recommended) or CPU
## Setup
```bash
uv venv --python 3.12
uv pip install -r requirements.txt
uv pip install -r requirements-dev.txt # local runtime (gradio, spaces) + dev tools
uv run app.py
```
The Gradio interface launches at `http://localhost:7860`.
## Tooling
```bash
uv run ruff check . # lint
uv run ruff format . # format
uv run ty check # type check
uv run pytest -m "not slow" # 71 fast tests
uv run pytest # all 81 tests (slow require CUDA + model download)
```
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