Jayaragow

🎉 Awesome-Actionable-MI-Survey - Unlock Insights from Language Models

📝 Description

Welcome to the Awesome-Actionable-MI-Survey repository. This GitHub repo hosts the survey paper titled, “Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models.” Our goal is to provide resources and information to better understand this evolving topic.

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🚀 Getting Started

Follow these simple steps to download and run our software:

1. Visit the Releases Page Click the link below to access the software downloads: Visit this page to download

2. Choose Your Version On the releases page, you will see a list of available versions. Select the version you wish to download. Most users should choose the latest version for the best experience.

3. Download the File Your software will be downloaded as a compressed file. This file may end with an extension like .zip, .tar.gz, or similar. Use your browser’s download manager to locate the file after downloading.

4. Extract the Downloaded File Locate the downloaded file on your computer. Right-click on the file and select Extract or Unzip. This action will create a new folder containing all necessary files.

5. Run the Application Open the new folder. You will see an executable file, often named Awesome-MI-Survey.exe or similar. Double-click this file to launch the application.

⚙️ System Requirements

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

• Operating System: Windows 10/11, macOS, or Linux
• RAM: At least 4 GB of RAM (8 GB recommended)
• Disk Space: Minimum of 1 GB of free space
• Internet Connection: Required for downloading and accessing resources

🛠️ Features

• User-Friendly Interface: Navigate the app easily, even without programming skills.
• Comprehensive Survey: Access a wide range of insights on mechanistic interpretability in language models.
• Regular Updates: Stay tuned for ongoing improvements and new features.

📖 Using the Software

Once the application is running, you will find various options to explore the survey content. Here’s how to make the most of it:

1. Explore Content: Navigate through sections using the menu. Each section covers different aspects of mechanistic interpretability.
2. Search Functionality: Use the search bar to find specific topics or keywords related to your interest in language models.
3. Save Your Progress: You can bookmark sections to return to them later, helping you keep track of important information.

🚧 Troubleshooting

If you encounter issues while downloading or running the application, consider the following solutions:

• Incomplete Download: If the file did not fully download, try downloading it again.
• File Not Opening: Ensure you extracted the file properly. Check if you have the required permissions to run executable files.
• Compatibility Issues: Make sure your operating system meets the specified requirements.

🔗 Additional Resources

For more insights into our research and findings, visit these resources:

• Research Papers - Explore related academic papers.
• Additional Tools - Check GitHub for more tools related to language models.
• Community Forums - Engage with others interested in mechanistic interpretability.

📞 Support

If you need further assistance, feel free to reach out. You can contact the repository maintainers through the Issues section on GitHub or email at support@example.com.

Thank you for using Awesome-Actionable-MI-Survey. We hope you find it valuable for your exploration of language models and their interpretability.

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