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Models / QwenQwen /  / Qwen3 4B API

Qwen3 4B API

4.0B-parameter compact conversational AI model with grouped-query attention optimized for efficient chat applications and instruction following tasks.

Deploy Qwen3 4B
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To run this model you first need to deploy it on a Dedicated Endpoint.

Qwen3 4B API Usage

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How to use Qwen3 4B

Model details

Conversation Format:
• Advanced system/user/assistant format with dynamic expert activation
• Supports complex multi-turn dialogues with reasoning chains
• Efficient inference through mixture-of-experts architecture
• Strong performance on coding, mathematics, and creative tasks

Expert Utilization:
• Different experts activated based on input content and task requirements
• Seamless switching between mathematical, coding, and linguistic experts
• Contextual understanding with efficient resource allocation
• Maintains conversation quality while optimizing computational efficiency

Optimization Strategies:
• Leverages specialized experts for domain-specific tasks
• Benefits from explicit task specification in prompts
• Responds well to structured reasoning requests
• Optimized for both creative and analytical applications

Prompting Qwen3 4B

Chat model with system/user/assistant format. Supports conversational context and instruction following capabilities.

Applications & Use Cases

Efficient chatbots mobile assistants resource-constrained chat applications simple conversation tasks educational tools.

Looking for production scale? Deploy on a dedicated endpoint

Deploy Qwen3 4B on a dedicated endpoint with custom hardware configuration, as many instances as you need, and auto-scaling.

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