GLM-4.6VOpen-source multimodal GLM from Z.ai unifying vision, text, and tool calling for long-context reasoning, search, coding, and UI-to-code.

GLM-4.6V is a multimodal large language model that scales its context window to 128k tokens and achieves state-of-the-art performance in visual understanding. It integrates native Function Calling capabilities, enabling a unified technical foundation for multimodal agents in real-world business scenarios. GLM-4.6V can accept multimodal inputs and automatically generate high-quality, structured image-text interleaved content, perform complex document understanding, and perform visual search and retrieval. This model provides several capabilities and scenarios, including intelligent image-text content creation and layout, visual web search and rich media report generation, and long-context understanding. It can accept mixed text-image inputs, generate high-quality content, and perform a visual audit on candidate images. GLM-4.6V's multimodal search-and-analysis workflow enables seamless movement from visual perception to online retrieval and structured report generation. It maintains multimodal context awareness and performs reasoning grounded in both textual and visual information. This model provides several capabilities and scenarios, including intent recognition and search planning, multimodal results alignment, and reasoning with rich media report generation.