GLM-Image is a flagship image generation model, which adopts an original hybrid architecture of "autoregressive + diffusion decoder", taking into account both global instruction understanding and local detail portrayal, overcoming the challenges in generating knowledge-intensive scenarios such as posters, PPTs, and science popularization diagrams.