Qwen3-VL 8B Instruct
Qwen3-VL is a vision-language instruction-tuned model capable of understanding text and images. It supports streaming, OCR, and rich multimodal conversations.
api_example.sh
Technical Specifications
Model Architecture & Performance
Pricing
Pay-per-use, no commitments
API Reference
Complete parameter documentation
| Parameter | Type | Default | Description |
|---|---|---|---|
| stream | boolean | true | Enable streaming responses for real-time output. |
| temperature | number | 0.7 | Controls randomness in output |
| max_tokens | number | 2048 | Maximum tokens to generate |
| top_p | number | 0.9 | Controls nucleus sampling |
| top_k | number | 50 | Limits sampling to top-k tokens |
| presence_penalty | number | 0 | Discourages repeated tokens |
Explore the full request and response schema in our external API documentation
Performance
Strengths & considerations
| Strengths | Considerations |
|---|---|
Strong vision-language capabilities Multilingual OCR Flexible image inputs (URL or base64) Fast streaming support | Requires clear images High memory usage on long contexts No image generation |
Enterprise
Platform Integration
Docker Support
Official Docker images for containerized deployments
Kubernetes Ready
Production-grade KBS manifests and Helm charts
SDK Libraries
Official SDKs for Python, Javascript, Go, and Java
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"Qubrid's medical OCR and research parsing cut our document extraction time in half. We now have traceable pipelines and reproducible outputs that meet our compliance requirements."
Clinical AI Team
Research & Clinical Intelligence
