Introducing GLM-Image: A new milestone in open-source image generation.
GLM-Image uses a hybrid auto-regressive plus diffusion architecture, combining strong global semantic understanding with high fidelity visual detail. It matches mainstream diffusion models in overall quality while excelling at text rendering and knowledge intensive generation.
Tech Blog: https://t.co/tVpAVsSmxb
Experience it right now: https://t.co/M9UaDtxGoV
GitHub: https://t.co/u7HpXQ1WCJ
API: https://t.co/SOOzRdErVS
Discord: https://t.co/hFcRgVZAqJ
Coming soon to https://t.co/DRCwFHQj1P Chat and GLM Coding Plan.
A modern minimalist villa nestled by a forest lake, featuring huge panoramic floor-to-ceiling windows. In the morning mist that shrouds the scene, the reflections of the water and sky are mirrored, creating a tranquil and ethereal architectural photograph.
Generate a horizontal sequence of four panels illustrating a watercolor landscape tutorial. First panel: Sketch minimalistic tree shapes (rounded and triangular) with light pencil lines. Second panel: Add foreground bush clusters and midground mountain outlines behind the trees. Third panel: Apply soft watercolor washes—vibrant greens for foliage, cool blues for distant peaks. Fourth panel: Enhance with golden highlights along tree edges and ground to simulate sunlight. Below each panel, place the exact text: 'Step 1: Sketch basic shapes', 'Step 2: Add foreground bushes and midground mountains', 'Step 3: Watercolor wash with greens and blues', 'Step 4: Add golden highlights for sunlight.
A young and handsome male, blue and white highlighted hair, fine, fluffy, and delicate hair strands, each hair distinct, thin hair, cool-toned skin, cold jade translucent facial skin, glossy glass lips.lips closed. The background is a rich deep red, poster style, he wears a red suit with trendy streetwear details sunglasses, soft lens flare. The image is a frontal half-body portrait, his hand in black leather gloves lightly touches his neck, showcasing the aesthetic style of modern urban magazines, he looks directly at the camera. The word "FASHION" in artistic typography is overlaid on the upper part of the image.master of light and shadow.
open weights — A model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.
Why it matters
Legible text inside generated images is the failure mode that blocks most product use of image models, and this one targets it directly with a hybrid architecture and open weightsA model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.Full definition →.
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