A web-based service to generate and edit images from text prompts with a seamless user interface and managed infrastructure.
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The GLMImage platform grants access to breakthrough AI image generation technology based on open-source architecture. By providing a managed environment for the 16B parameter hybrid model, GLMImage enables creators to leverage superior semantic understanding and photorealistic output quality without complex setup. Our service is optimized for high-performance inference.
GLM-Image transforms your detailed text descriptions into stunning, high-fidelity images with exceptional semantic understanding. The GLM-Image autoregressive component ensures deep comprehension of complex prompts, while the diffusion decoder renders breathtaking visual details. From photorealistic portraits to imaginative fantasy scenes, GLM-Image delivers studio-quality results that capture your exact creative vision with remarkable precision and artistic flair.
GLM-Image features powerful bilingual text rendering that can embed legible Chinese and English text within generated images. This GLM-Image capability enables creators to produce posters, banners, and marketing materials with naturally integrated typography. The GLM-Image text rendering maintains aesthetic harmony while ensuring crystal-clear readability—hard to match at this level of precision.
GLM-Image provides powerful AI-driven image editing capabilities including intelligent inpainting, style transfer, and identity-preserving generation. Use GLM-Image to seamlessly modify existing images, add or remove elements, change artistic styles, or enhance photos while maintaining subject consistency. The GLM-Image editing pipeline leverages the same hybrid architecture for contextually aware modifications that blend naturally with source images.
At the core of GLM-Image lies an innovative hybrid architecture combining autoregressive generation with diffusion decoding. The GLM-Image 9B autoregressive component, initialized from GLM-4-9B-0414, provides deep semantic understanding and compositional reasoning. The GLM-Image 7B diffusion decoder follows the CogView4 single-stream DiT structure for exceptional visual fidelity. This GLM-Image design enables state-of-the-art results in knowledge-intensive generation scenarios.
GLM-Image delivers professional-grade image generation with unique advantages that set it apart from Midjourney, DALL-E 3, and Stable Diffusion. Discover why developers and creators are choosing GLM-Image for their projects.
Start creating stunning AI-generated images with GLM-Image in four simple steps. GLM-Image makes professional image generation accessible to everyone, from beginners to experienced creators.
Begin by describing the image you want GLM-Image to create. Be as detailed as possible - GLM-Image excels at understanding complex scenes, artistic styles, lighting conditions, and compositional elements. Include specific details about subjects, backgrounds, moods, and any text you want rendered. GLM-Image supports prompts in both English and Chinese for maximum flexibility.
Choose text-to-image to create from a prompt, or image-to-image to iterate on an existing image. Upload a reference image when needed, then generate—GLMImage handles the infrastructure and task execution for you.
Click generate and watch GLM-Image turn your prompt into a high-fidelity result. If you need variations, adjust the prompt or switch to image-to-image to keep iterating fast. Generation time varies based on resolution and system load.
Export your GLM-Image creations for web, social media, or design workflows. Use them in real projects, share with your team, and keep refining with iterative prompts. Images generated in GLMImage have no watermark by default.
Explore the comprehensive feature set that makes GLM-Image one of the most capable image generation models available today.
GLM-Image combines a 9-billion parameter autoregressive generator with a 7-billion parameter diffusion decoder, totaling 16 billion parameters. This massive scale enables GLM-Image to understand complex prompts, recognize fine-grained details, and generate highly coherent visual compositions that smaller models simply cannot achieve.
GLM-Image employs an advanced single-stream Diffusion Transformer (DiT) architecture following the CogView4 design. This GLM-Image innovation enables efficient attention computation and superior image quality compared to traditional U-Net diffusion models, delivering sharper details and more coherent global structures.
GLM-Image provides native understanding and generation in both Chinese and English. Unlike models that require translation, GLM-Image directly processes bilingual prompts and can render accurate text in both languages. This makes GLM-Image uniquely suited for creating content for Chinese and international markets.
GLM-Image excels at maintaining character and subject identity across multiple generated images. Use GLM-Image for consistent character design, product visualization from multiple angles, or sequential storytelling. The GLM-Image identity-preserving generation ensures your subjects remain recognizable across variations.
GLM-Image enables precise artistic style transfer, allowing you to apply painting styles, photographic techniques, or custom aesthetics to any image. The GLM-Image style transfer preserves content while transforming visual appearance, perfect for creating cohesive visual themes across marketing materials or artistic projects.
GLM-Image model weights are released under the MIT license, making it easy to experiment, deploy, and build on top of the technology. Use our hosted GLMImage app for a polished product workflow, or download the weights to run and customize locally.
Answers to common questions about GLMImage, credits, generation workflow, and commercial usage.
Turn ideas into polished visuals in minutes. Try GLMImage with a free trial, then upgrade when you’re ready to scale.