https://github.com/sioaeko/nllb_translator

Gradio AI Transformer Translator used meta/nllb-200-distilled-600M
https://github.com/sioaeko/nllb_translator

ai gradio juypter-notebook meta nllb nllb200 python translate translator

Last synced: about 1 month ago
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Gradio AI Transformer Translator used meta/nllb-200-distilled-600M

• Host: GitHub
• URL: https://github.com/sioaeko/nllb_translator
• Owner: sioaeko
• License: mit
• Created: 2024-04-16T13:44:51.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-11-15T14:24:41.000Z (2 months ago)
• Last Synced: 2024-11-15T15:31:02.801Z (2 months ago)
• Topics: ai, gradio, juypter-notebook, meta, nllb, nllb200, python, translate, translator
• Language: Python
• Homepage:
• Size: 68.4 KB
• Stars: 2
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# NLLB_translator 

![캡처](https://github.com/sioaeko/NLLB_translator/assets/101755125/3ad10e58-a435-4f57-a730-408b6d3a0d61)

Gradio Transformer Translator using Facebook's NLLB-200-distilled-600M model.

Model info : [Hugging Face](https://huggingface.co/docs/transformers/model_doc/nllb)

Demo on [Hugging Face Demo Space](https://huggingface.co/spaces/Asanari/Linguify)

![GitHub](https://img.shields.io/github/license/sioaeko/NLLB_translator)

![GitHub stars](https://img.shields.io/github/stars/sioaeko/NLLB_translator)

![GitHub forks](https://img.shields.io/github/forks/sioaeko/NLLB_translator)

## Overview

This project provides an AI translator that supports 200 languages using the NLLB (No Language Left Behind) model by Meta, which contains 600 million parameters. The application features a user-friendly interface built with Gradio, allowing users to input text and receive translations seamlessly.

## Features

- **Multi-language Support**: Translate between 200 languages.

- **Web Interface**: Utilize Gradio for easy text translation via a web interface.

- **External Access**: Use Ngrok tunneling for accessing the translator from external URLs.

- **Versatile Usage**: Available as a Python script for various environments.

- **Notebook Integration**: Supports Jupyter Notebooks, making it compatible with Runpod and Google Colab.

## Installation

1. Clone the repository:

   ```bash

   git clone https://github.com/sioaeko/NLLB_translator.git

2. Install the required dependencies:

   ```bash

   pip install -r requirements.txt

   ```

## Usage

### Using Python Script

Run the translator using the Python script:

```bash

python app.py

```

### Using Jupyter Notebook

Open and run the NLLB_translator.ipynb notebook in Jupyter or Colab for an interactive experience.

### Contributing

Feel free to submit issues and pull requests. Contributions are welcome!

### Project Tree

```text

NLLB_translator/

├── .github/

│   └── workflows/

│       └── python-app.yml  # GitHub Actions Setting file

├── models/

│   └── nllb_model.py       # Model file ( Example )

├── tests/

│   └── test_translator.py  # 테스트 파일

├── .gitignore

├── LICENSE

├── README.md

├── main.py                 

├── requirements.txt        # Python Dependency file

├── app.py                  # Main Application file

└── setup.sh                # install script file

```

## License

This project is licensed under the MIT License. For more information, see [LICENSE](https://github.com/sioaeko/NLLB_translator/blob/main/LICENSE) file.