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.

Apache license 2.0 Vision 128K Tokens
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api_example.sh

curl -X POST "https://platform.qubrid.com/multimodal/chat" \
  -H "Authorization: Bearer $QUBRID_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "Qwen/Qwen3-VL-30B-A3B-Instruct",
  "messages": [
    {
      "role": "user",
      "content": [
        {
          "type": "text",
          "text": "What is in this image? Describe the main elements."
        },
        {
          "type": "image_url",
          "image_url": {
            "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
          }
        }
      ]
    }
  ],
  "max_tokens": 300,
  "temperature": 0.7
}'

Technical Specifications

Model Architecture & Performance

Model Size 30B params
Context Length 128K Tokens
Quantization fp16 / bf16
Tokens/Second 110
License Apache 2.0
Release Date 2024
Developers Alibaba Cloud (QwenLM)

Pricing

Pay-per-use, no commitments

Input Tokens $0.00115/1K Tokens
Output Tokens $0.00117/1K Tokens

API Reference

Complete parameter documentation

ParameterTypeDefaultDescription
streambooleantrueEnable streaming responses for real-time output.
temperaturenumber0.7Controls randomness in output
max_tokensnumber4096Maximum tokens to generate
top_pnumber0.9Controls nucleus sampling
top_knumber50Limits sampling to top-k tokens
presence_penaltynumber0Discourages repeated tokens

Explore the full request and response schema in our external API documentation

Performance

Strengths & considerations

StrengthsConsiderations
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

Docker Support

Official Docker images for containerized deployments

Kubernetes

Kubernetes Ready

Production-grade KBS manifests and Helm charts

SDK

SDK Libraries

Official SDKs for Python, Javascript, Go, and Java

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