💬 chat

WeClone

Use WeChat chat records to fine-tune large language models to achieve high-quality voice cloning.

#AI
#chatbot
#large language model
#sound cloning
#digital clone
WeClone

Product Details

WeClone is a project that fine-tunes a large language model based on WeChat chat records. It is mainly used to achieve high-quality voice cloning and digital avatars. It combines WeChat voice messaging with a large 0.5B model, allowing users to interact with their digital doppelgangers via a chatbot. The technology has important applications in the fields of digital immortality and voice cloning, allowing users to continue communicating with others without their presence. This project is being rapidly iterated, suitable for users interested in AI and language models, and is currently in the free development stage.

Main Features

1
Use WeChat chat records to fine-tune large language models to improve the naturalness and accuracy of conversations.
2
Achieve high-quality voice cloning through WeChat voice messages, making digital clones more realistic.
3
Supports chatbot access on multiple platforms, including WeChat, QQ, Telegram, etc.
4
Flexible data processing and model fine-tuning options are provided, and users can adjust parameters according to needs.
5
It has certain data preprocessing functions and automatically removes sensitive information.
6
Simple reasoning can be performed through the API interface, which facilitates integration into other applications.
7
Adapt to a variety of hardware environments and provide detailed environment construction guides.
8
Provide detailed use cases and documentation to help users get started quickly.

How to Use

1
Visit the WeClone project's GitHub page and download the source code.
2
Use uv to create a new Python environment and install project dependencies.
3
Extract WeChat chat records and prepare data files in CSV format.
4
Execute data preprocessing scripts to generate suitable training data sets.
5
Download the ChatGLM3 model and configure parameters.
6
Run the training script to fine-tune the model.
7
Start the API service and perform a simple inference test.
8
Deploy WeClone to your chatbot platform.

Target Users

This product is suitable for users who have a need for digital avatars and AI interaction, such as content creators, business owners and individuals who want to maintain social connections. With WeClone, users can interact with others in their absence, providing a more vivid online experience.

Examples

Content creators use WeClone to generate voice responses and increase engagement with their audience.

Enterprises use WeClone to provide automated customer service and improve customer service experience.

Individual users use WeClone to create digital avatars to maintain the continuity of social activities.

Quick Access

Visit Website →

Categories

💬 chat
› chatbot
› Voice cloning

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