Welcome to the Awesome-Actionable-MI-Survey repository. This is your guide to understanding the principles behind our survey paper: "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models." This repository helps you explore the ideas presented in our work and puts them into practice.
To get started, you need to download the application. You can find the latest version of the software on our Releases page.
Before you download the application, ensure that your system meets these requirements:
- Operating System: Windows 10 or later, macOS 11 or later, or any Linux distribution.
- Memory: 4GB RAM minimum.
- Storage: At least 100MB of free space.
- Internet Connection: Required for downloading the application and accessing resources.
- Visit the Releases page: Download Here.
- On the Releases page, look for the latest version. You will see a list of files tied to that version.
- Click on the appropriate file for your operating system to begin downloading.
- Once downloaded, locate the file in your downloads folder and double-click it to run the installer.
- Follow the prompts in the installer to complete the installation process.
Our application provides several key features to make understanding mechanistic interpretability easier:
- User-Friendly Interface: Navigate the application without prior programming knowledge.
- Interactive Visualization: Explore data with interactive charts and graphs that clarify complex concepts.
- Financial Models: Carefully structured models allow you to analyze actionable insights effectively.
- Documentation: Access a built-in user manual that explains all features and how to use them.
After you install the application, you can start using it to explore mechanistic interpretability. Here’s how you can get started:
- Open the Application: Locate the application icon on your desktop or in the Start menu (Windows) or Applications folder (macOS).
- Explore the Interface: Familiarize yourself with the main dashboard. You can see various sections like "Data Upload," "Analysis," and "Visualization."
- Upload Data: Click on the "Data Upload" section to import your datasets. Supported formats include CSV and Excel files.
- Perform Analysis: Move to the "Analysis" section to run various interpretability techniques on your data.
- View Results: Use the "Visualization" section to see dynamic charts representing your results.
If you need help, consider visiting our community forums linked below. You can find answers to your questions or ask for assistance from other users.
- GitHub Issues: Report bugs or request features.
- Community Forum: Join discussions and share insights with other users.
We are continually working on enhancing this application based on user feedback. Future updates will focus on:
- Additional Data Formats: Support for more file types to make data uploads easier.
- Improved Visualizations: More ways to visualize data effectively.
- Expanded Documentation: Step-by-step tutorials to guide users through specific tasks.
Your privacy is essential to us. The application does not collect personal information without your consent. Always ensure your data is stored securely.
Your feedback helps us improve. If you have suggestions or comments, please let us know through the GitHub Issues page.
To download the latest version or check for updates at any point, visit: Download Here.
Thank you for using the Awesome-Actionable-MI-Survey application. We hope it helps you better understand mechanistic interpretability in large language models.