GLM-4 is a large language model with billions of parameters, capable of processing vast amounts of natural language text data, thereby enabling more accurate and natural language generation and understanding.

Compared with the previous generation, GLM-4 introduces significant improvements on various benchmarks, such as MMLU, GSM8K and MATH. It also supports a context length of 128k tokens and achieves almost 100% accuracy even with lengthy text inputs. The model incorporates GLM-4 All Tools, an intelligent agent feature capable of autonomously understanding and executing complex instructions, enabling interactions with web browsers, code interpreters, and multimodal text-generation models.

Surrounding GLM-4, we have also developed a series of models, forming a relatively complete large model full-stack technology system that covers multimodal, code generation, search enhancement, and dialogue.