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Show HN: GLM-Image - Industrial-Grade AI Image Generator

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GLM-Image is a new industrial-grade AI image generator focused on creating high-fidelity visuals from text-dense, knowledge-rich ideas. It emphasizes precise instruction-following, expressive text rendering, and is optimized for complex prompts, making it suitable for posters, infographics, and educational diagrams.

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Show HN:GLM-Image - 工業級AI圖像生成器

Hacker News
大約 1 個月前

AI 生成摘要

GLM-Image 是一款新推出的工業級AI圖像生成器,專注於將文本密集、知識豐富的想法轉化為高保真視覺內容。它強調精確的指令遵循和富有表現力的文本渲染,並針對複雜提示進行了優化,非常適合海報、資訊圖表和教育圖表。

GLM-Image: Industrial-grade AI Image Generator

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GLM-Image Experience Industrial-Grade AI Image Generation

Transform text-dense, knowledge-rich ideas into crisp, high-fidelity visuals, with expressive text rendering, precise editing, and powerful text-to-image generation.

GLM-Image AI Generator

Max 4 images (300×300 to 2048×2048, ≤ 10MB each). Drag & drop or click to add.

Upload images on the left to start

What Is GLM-Image?

GLM-Image is a generative AI model built for high-precision, instruction-following visuals. It focuses on structured reasoning and dense text rendering, making it ideal for posters, infographics and educational diagrams.

Compared to generic image models, GLM-Image is optimized to understand complex prompts, follow layout intent, and keep text readable and stable across languages.

Built on research from Z.ai. Explore the open-source ecosystem:

How to Use GLM-Image

A simple workflow showing how to use GLM-Image effectively, from writing complex prompts to generating high-fidelity images with precise text rendering.

Write Your Prompt

Complex Instructions

Start by describing your vision with detailed instructions. GLM-Image understands complex prompts with structured reasoning, enabling accurate interpretation of your intent for text-dense visuals like posters and infographics.

Refine & Customize

Fine-tune Details

Adjust parameters to match your exact needs. Specify text placement, style preferences, and visual elements. GLM-Image's 9B autoregressive model ensures precise alignment with your creative vision.

Generate & Review

High-Fidelity Output

Generate your image with GLM-Image's 7B DiT diffusion decoder, producing sharp, realistic visuals with high structural consistency. Review the output, make adjustments if needed, and iterate to achieve perfect results.

Edit & Style Transfer

Advanced Options

Use built-in editing capabilities to refine your image or apply style transfer for consistent multi-panel layouts. Perfect for creating unified e-commerce displays or matching social media graphics.

GLM-Image Showcase

A curated wall of examples generated by GLM-Image, highlighting rich typography, complex layouts, and cinematic compositions across different scenarios.

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Key Features of GLM-Image

GLM-Image combines structured reasoning with high-fidelity rendering, delivering industrial-grade image generation for knowledge-rich visual content.

Understand Complex Instructions

Interpret complex prompts with structured reasoning for accurate, intent-aligned results, powered by a 9B autoregressive model.

Render High-Quality Details

Produce sharp, realistic visuals with high structural consistency, powered by a 7B DiT diffusion decoder optimized for high-fidelity rendering.

Generate Text-Dense Images Perfectly

Create clean, readable, and layout-stable text-heavy visuals, ideal for posters, infographics, and knowledge-rich content.

Use Cases of GLM-Image

GLM-Image empowers creators across industries to generate high-fidelity visuals with complex instructions, driving engagement and professional results.

Commercial Posters

Generate polished commercial posters with crisp typography and precise text layout

Create professional marketing materials with accurate text rendering. GLM-Image excels at producing clean, readable layouts perfect for promotional posters, event announcements, and brand communications.

Scientific Illustrations

Create clear, knowledge-rich scientific illustrations that communicate complex logic effortlessly

Transform complex information into visually engaging diagrams and infographics. Ideal for educational content, research presentations, and technical documentation that requires precise visual communication.

E-commerce Display Images

Design consistent, multi-panel e-commerce display images with unified styling

Generate cohesive product showcases with matching visual style across multiple panels. Perfect for online stores requiring consistent branding and layout stability across different product displays.

Social Media Graphics

Produce flexible, eye-catching social media graphics with balanced text-image composition, ideal for fast-turnaround creative needs

Create engaging social media content with optimal text-image balance. GLM-Image delivers quick, high-quality visuals perfect for platforms requiring clear, readable text over images.

Realistic & Artistic Creation

Create high-fidelity realistic renders and diverse artistic styles with powerful text-to-image and style transfer

Generate photorealistic images or apply artistic styles with precision. GLM-Image's hybrid architecture delivers both accurate realism and creative flexibility for diverse visual needs.

Choose the Pricing Plan That Fits Your Needs

Flexible and transparent pricing with no subscriptions. Pay only for what you use, based on your actual image generation.

Starter

Basic

Plus

Professional

Choose one-time credits • Flexible billing options

FAQ

How does GLM-Image work?

GLM-Image works through a hybrid system that combines a 9B autoregressive model with a 7B DiT diffusion decoder. The autoregressive model handles structured reasoning and complex instruction understanding, while the DiT diffusion decoder produces sharp, realistic visuals with high structural consistency.

Do I need special knowledge or hardware to use GLM-Image?

No, you don't need technical expertise or special hardware to use GLM-Image. All processing runs in the cloud, so any modern device works. Its interface and API are designed for both beginners and advanced creators.

Can I use GLM-Image for commercial purposes?

Yes, GLM-Image can be used commercially under the platform's usage and licensing policies. We recommend reviewing our GLM-Image terms of service for complete details.

Are my data and prompts kept private?

Yes, your data and prompts remain private. GLM-Image follows strict data protection and access-control practices. Please check privacy policy for full information.

Is GLM-Image free to use?

GLM-Image provides limited free usage with optional paid tiers. The free tier is ideal for trying first. Upgrading allows higher output quality and more generation credits.

What is the refund policy for GLM-Image?

Refunds may be available depending on the Refund Policy. Most plans follow a usage-based model. Check the Refund Policy to confirm refund conditions before purchasing.

Start Creating with GLM-Image Today

Turn complex instructions into professional AI images in minutes

Experience high-fidelity generation, precise text rendering, and knowledge-rich visuals with GLM-Image.

Create your first AI image now and streamline your visual content workflow.

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