glm-4.6v-flash

GLM-4.6V is the flagship multimodal visual understanding model launched by Zhipu AI. GLM-4.6V-Flash is its 9B lightweight version, designed for local deployment and low-latency scenarios. It is compatible with ordinary hardware and mainstream inference frameworks, and its overall performance surpasses that of Qwen3-VL-8B with the same parameters.

• Clear Positioning: Supports multiple types of input and output, with a context window of up to 128K tokens, focusing on flagship-level visual reasoning.
• Multiple Capabilities: Features core abilities including deep thinking, visual understanding, and streaming output.
• Rich Scenarios: Suitable for complex tasks such as image understanding, video understanding, and document question answering.
• Technologically Leading: Natively supports multimodal tool calls and achieves state-of-the-art performance on multimodal evaluation benchmarks.

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Core Capabilities

🔍 Visual Understanding: Supports various types of input, accurately identifying content, attributes, and scenes, and can be used for tasks like invoice OCR.

🤔 Deep Thinking: The thinking mode can be flexibly enabled or disabled, enhancing the reasoning and analytical capabilities for handling complex tasks.

💬 Streaming Output: Generates responses in real time, optimizing the user interaction experience in scenarios such as dialogue systems.

🛠 Function Call: Natively supports tool calls and integrates external tools, enabling features like mixed-text-and-image output.

⚡ Context Caching: Smart caching optimizes performance for long conversations, supporting efficient processing of long texts and videos.