ChatGLM

What is ChatGLM?

ChatGLM is an open-source bilingual conversational AI model developed by Tsinghua University and Zhipu AI, based on the General Language Model (GLM) architecture. It features 6.2 billion parameters and is trained on about 1 trillion tokens of Chinese and English data. The model supports natural, human-like dialogue and question answering, optimized especially for Chinese language understanding. ChatGLM employs advanced techniques such as supervised fine-tuning, reinforcement learning with human feedback, and model quantization, enabling efficient local deployment on consumer-grade GPUs with as little as 6GB VRAM. The latest versions extend context length up to 32K tokens and improve reasoning and code generation capabilities. ChatGLM is fully open for academic research and free commercial use after registration, making it a competitive and accessible alternative in the Chinese AI ecosystem.

Key Features

• Bilingual Conversational AI

  Supports fluent dialogue and question answering in both Chinese and English, optimized for Chinese linguistic complexity.

• Efficient Local Deployment

  Model quantization (INT4) allows running ChatGLM on consumer GPUs with as little as 6GB VRAM, enabling offline use.

• Extended Context Length

  Supports up to 32K tokens context length, allowing longer and more coherent multi-turn conversations.

• Advanced Training Techniques

  Incorporates supervised fine-tuning, feedback bootstrap, and reinforcement learning with human feedback for improved response quality.

• Open Source and Free Commercial Use

  Weights and code are fully open for academic research and commercial use after registration, fostering community development.

• Multimodal and Code Generation Support

  Variants like VisualGLM-6B support image understanding; CodeGeeX models enhance code generation and programming assistance.

Use Cases

• Customer Service and Chatbots : Deploy bilingual conversational agents for customer support, capable of understanding and responding naturally in Chinese and English.
• Content Creation and Writing Assistance : Assist in generating articles, reports, marketing copy, and creative writing with bilingual support.
• Programming and Code Generation : Use CodeGeeX models derived from ChatGLM for code completion, debugging, and multi-language programming assistance.
• Academic Research and Development : Researchers can customize and fine-tune the open model for various NLP tasks and domain-specific applications.
• Multimodal AI Applications : Leverage VisualGLM for tasks involving image understanding combined with natural language dialogue.

FAQs