https://github.com/shaadclt/translation-chat-app-qwen-2
This project is a Jupyter Notebook-based application that allows users to translate text into different languages (English, Chinese, and Japanese) or chat with an AI model. The notebook utilizes the Qwen/Qwen2-1.5B-Instruct language model for natural language processing tasks and the gTTS library for text-to-speech conversion.
https://github.com/shaadclt/translation-chat-app-qwen-2
qwen2 translation
Last synced: 6 months ago
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This project is a Jupyter Notebook-based application that allows users to translate text into different languages (English, Chinese, and Japanese) or chat with an AI model. The notebook utilizes the Qwen/Qwen2-1.5B-Instruct language model for natural language processing tasks and the gTTS library for text-to-speech conversion.
- Host: GitHub
- URL: https://github.com/shaadclt/translation-chat-app-qwen-2
- Owner: shaadclt
- License: mit
- Created: 2024-08-26T05:31:31.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-26T05:38:49.000Z (about 1 year ago)
- Last Synced: 2025-04-10T01:11:47.775Z (6 months ago)
- Topics: qwen2, translation
- Language: Jupyter Notebook
- Homepage:
- Size: 17.6 KB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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README
# Translation and Chat App using Qwen 2 and Gradio
This project is a Jupyter Notebook-based application that allows users to translate text into different languages (English, Chinese, and Japanese) or chat with an AI model. The notebook utilizes the Qwen/Qwen2-1.5B-Instruct language model for natural language processing tasks and the gTTS library for text-to-speech conversion.
## Features
- **Translate Text**: Translate input text into English, Chinese, or Japanese.
- **Chat Functionality**: Chat with the AI model by selecting the "Chat" option.
- **Text-to-Speech**: Convert the translated or generated text into speech and download the audio file.
## Requirements
Ensure you have the following Python packages installed in your environment:
```bash
pip install accelerate gTTS gradio transformers torch
```
## How to Use
1. Clone the Repository:
```bash
git clone https://github.com/shaadclt/Translation-Chat-App-Qwen-2.git
cd Translation-Chat-App-Qwen-2
```
2. Open the Jupyter Notebook:
- Launch Jupyter Notebook in your working directory:
```bash
jupyter notebook
```
- Open translation_chat_app.ipynb in the Jupyter interface.
3. Run the Notebook:
- Execute each cell in the notebook sequentially.
- Input your text, select the desired action (Translate to English, Translate to Chinese, Translate to Japanese, or Chat), and get the output text along with an audio file.
## License
This project is licensed under the [MIT License](LICENSE.txt). See the LICENSE file for more details.
## Acknowledgements
- **Qwen/Qwen2-1.5B-Instruct** model by Hugging Face.
- **gTTS**: Python library for Google Translate's text-to-speech API.
- **Gradio**: Interface library for machine learning models.
## Contributing
Contributions are welcome! Please feel free to submit a Pull Request or open an Issue for any improvements or feature requests.