Welcome to APTBench! This application helps you benchmark the agentic potential of base large language models during their pre-training. Whether you're into research or just curious about AI capabilities, APTBench makes it simple for you to explore.

• User-Friendly Interface: Navigate with ease, no technical skills required.
• Benchmarking Tools: Measure various aspects of large language models.
• Data Visualization: See results in clear, easy-to-understand graphs and charts.
• Support for Multiple Models: Test different models to find the best performance.
• Detailed Documentation: Access guides and tips for effective benchmarking.

Before you download APTBench, make sure your system meets the following requirements:

• Operating System: Windows 10, macOS, or any recent Linux distribution.
• RAM: At least 8 GB recommended.
• Storage: Minimum 500 MB of free space.
• Network connection: Required for updates and model downloads.

To get APTBench on your computer, follow these steps:

1. Visit the Releases Page: Click the link below to go to the APTBench Releases page. Download APTBench

2. Select the Latest Release: Look for the version labeled as the latest release. It will be at the top of the page.

3. Download the Installer: Find the installer file that matches your operating system. Click on it to start the download.

4. Run the Installer: Once the download is complete, open the downloaded file. Follow the prompts to install APTBench on your system.

5. Launch the Application: After installation, find the APTBench icon on your desktop or in your applications folder. Click to launch it.

1. Open the Application: Click on the APTBench icon to start.
2. Select a Model: Choose the language model you want to benchmark from the dropdown menu.
3. Start Benchmarking: Click the "Benchmark" button to initiate the process.
4. View Results: Once complete, view the performance metrics displayed in the results section.

• Installation Fails: Ensure your system meets the requirements and you have sufficient space.
• Application Does Not Start: Check if your system is up to date and restart your computer if necessary.
• Error Messages During Benchmarking: Refer to the documentation for error code explanations and solutions.

APTBench displays various metrics once benchmarking is complete:

• Accuracy: How well the model performs tasks.
• Response Time: The speed at which the model generates answers.
• Usability Scores: Evaluate how effective the model is based on user standards.

If you need help, feel free to ask in our community forums. You can also check the Issues section in our GitHub repository for answers and possible fixes to common problems.

For more detailed instructions, visit the documentation or community forums:

• Documentation
• Community Forums

Thank you for choosing APTBench! We aim to make your benchmarking experience smooth and informative. Remember, to download APTBench, you can always return to the Releases page. Enjoy exploring the capabilities of large language models!