Qwen3-VL-30B-A3B-Instruct
Qwen3-VL-30B-A3-Instruct is a large-scale, high-capacity vision-language instruction model designed for advanced multimodal reasoning. It delivers significantly stronger visual understanding, OCR accuracy, document reasoning, long-context comprehension, and agent-style interactions compared to smaller Qwen-VL variants.
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 | 4096 | 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 |
|---|---|
State-of-the-art vision-language reasoning Excellent multilingual OCR & document parsing Very long context support Strong instruction following & agent workflows Streaming-friendly inference | High GPU memory requirements Lower throughput compared to smaller models No image generation (vision understanding only) |
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
Don't let your AI control you. Control your AI the Qubrid way!
Have questions? Want to Partner with us? Looking for larger deployments or custom fine-tuning? Let's collaborate on the right setup for your workloads.
"Qubrid helped us turn a collection of AI scripts into structured production workflows. We now have better reliability, visibility, and control over every run."
AI Infrastructure Team
Automation & Orchestration
