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+# 😎 Welcome to AgentTuning Contribution Guide! 😎
+
+👋 Thank you for considering contributing to AgentTuning! We appreciate your help in making this project even better.
+
+🌟 Before you get started, here's a few things you should know:
+
+## 📝 How to Contribute
+
+1. **Fork the Repository:** Start by forking the [AgentTuning repository](https://github.com/THUDM/AgentTuning) to your own GitHub account.
+
+2. **Clone the Repository:** Now, clone your forked repository to your local machine:
+
+   ```bash
+   git clone https://github.com/YourUsername/AgentTuning.git
+   ```
+
+3. **Create a Branch:** Create a new branch for your contribution:
+
+   ```bash
+   git checkout -b your-feature
+   ```
+
+4. **Make Changes:** Add your amazing contributions to the project. Don't forget to keep your code clean and well-documented!
+
+5. **Test Your Code:** Ensure that your code works properly and doesn't introduce new issues.
+
+6. **Commit Your Changes:** Commit your changes with a descriptive message:
+
+   ```bash
+   git commit -m "Add your descriptive commit message here"
+   ```
+
+7. **Push to Your Fork:** Push your branch to your forked repository:
+
+   ```bash
+   git push origin your-feature
+   ```
+
+8. **Create a Pull Request:** Open a pull request from your branch to the main AgentTuning repository. Give it a meaningful title and describe your changes in detail.
+
+9. **Review and Collaborate:** Participate in discussions and address feedback if necessary. We encourage collaboration to ensure the best possible contributions!
+
+## 🔍 Issues and Bug Reports
+
+If you find a bug or want to suggest an improvement, please open an issue on our [issue tracker](https://github.com/THUDM/AgentTuning/issues). Make sure to provide a clear and detailed description of the issue.
+
+## 🎉 Thanks for Your Contributions!
+
+Your contributions are what make AgentTuning great! We truly appreciate your time and effort in helping us improve this project.
+
+🚀 Let's build amazing things together! 🚀
+
+If you have any questions or need assistance, feel free to reach out to us. Happy coding! 😄