Titan AI LogoTitan AI

WeClone

15,468
1,222
Python

Project Description

🚀 One-stop solution for creating your digital avatar from chat history 💡 Fine-tune LLMs with your chat logs to capture your unique style, then bind to a chatbot to bring your digital self to life. 从聊天记录创造数字分身的一站式解决方案

WeClone: 🚀 One-stop solution for creating your digital avatar from chat history 💡 Fine-tune LLMs with your ch

WeClone — Create Your Digital Avatar from Chat History

Overview

WeClone is a comprehensive solution for generating digital avatars based on chat history. It allows users to fine-tune Large Language Models (LLMs) with their chat logs to capture their unique style and then integrate this with a chatbot to bring their digital self to life. This project stands out for its end-to-end approach, supporting image modal data, and privacy-focused data handling.

Key Features

  • Complete end-to-end solution for creating digital avatars
  • Fine-tune LLMs with chat history and image data
  • Integration with Telegram and upcoming support for WhatsApp
  • Privacy information filtering for secure data handling

Use Cases

  • Personalized chatbots that mimic a user's unique communication style
  • Customer service bots that can provide a more personalized experience
  • Virtual assistants that can interact with users in a more human-like manner

Advantages

  • Supports a variety of data types, including text and images
  • Offers privacy protection with localized fine-tuning and deployment
  • Enables the creation of a digital self that can be used across different platforms

Limitations / Considerations

  • The project is in a rapid iteration phase, and current performance may not represent final results
  • LLM fine-tuning effectiveness depends on model size and quality of chat data
  • Some platforms, like WhatsApp and Discord, are still under development

Similar / Related Projects

  • [Project A] - Brief note on differences
  • [Project B] - Brief note on differences
  • [Project C] - Brief note on differences

Basic Information

  • GitHub: WeClone
  • Stars: 15,468
  • License: Unknown
  • Last Commit: 2025-09-10

📊 Project Information

  • Project Name: WeClone
  • GitHub URL: https://github.com/xming521/WeClone
  • Programming Language: Python
  • ⭐ Stars: 15,468
  • 🍴 Forks: 1,222
  • 📅 Created: 2024-01-31
  • 🔄 Last Updated: 2025-09-10

🏷️ Project Topics

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🔗 Related Resource Links

🌐 Related Websites

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Project Information

Created on 1/31/2024
Updated on 9/10/2025