GLM-4.5V is ZAI's cost-efficient multimodal model, combining image understanding with text processing at a price point that makes visual AI accessible for high-volume applications. It handles basic visual tasks — image captioning, visual Q&A, simple document scanning, and product photo analysis — with solid quality at lower cost than premium vision models.
The model is well-suited for applications where visual understanding needs to be applied at scale — processing large product catalogs, screening user-uploaded images, or extracting information from simple document scans — without breaking the compute budget.
Key Features
Cost-efficient multimodal processing (text + images)
Basic OCR and document scanning capabilities
Image captioning and visual Q&A in Chinese and English
128K token context for multi-image workflows
Balanced quality-to-cost ratio for visual AI at scale
Consistent output formatting for automated pipelines
Ideal Use Cases
High-volume product image processing for e-commerce
User-uploaded image screening and classification
Simple document extraction from scanned pages
Bilingual visual content moderation at scale
Technical Specifications
| Context Window | 128K tokens |
| Modality | Text, Image → Text |
| Provider | ZAI |
| Category | Text Generation |
| Vision | Supported |
| Multilingual | Chinese + English |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "zai/glm-4.5v", 6 "messages": [ 7 { "role": "user", "content": "Hello, GLM-4.5V!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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