GLM-4.7 Flash is the speed-optimized variant of GLM-4.7, designed for latency-sensitive applications that need fast bilingual responses. It retains strong Chinese and English capabilities while delivering significantly faster inference times.
Flash is ideal for real-time conversational applications, high-throughput processing, and interactive experiences where every millisecond counts.
Key Features
Ultra-fast inference for real-time applications
Strong bilingual performance (Chinese + English)
128K token context window
Low-latency responses suitable for interactive use
Cost-efficient for high-volume pipelines
Ideal Use Cases
Real-time bilingual chatbots
High-throughput content processing
Interactive search and Q&A applications
Cost-efficient batch processing
Technical Specifications
| Context Window | 128K tokens |
| Modality | Text → Text |
| Provider | ZAI |
| Category | Text Generation |
| Latency | Ultra-low |
| Best For | Speed-critical bilingual tasks |
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-4.7-flash", 6 "messages": [ 7 { "role": "user", "content": "Hello, GLM-4.7 Flash!" } 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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