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alicloud-ai-multimodal-qvq-test

Validate visual reasoning models and sample payloads for the Model Studio QVQ skill.

396|34|Updated Jan 31, 2026
Search Tags:#multimodal#test#smoke test#model studio#visual reasoning#qvq
One-click install
npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq-test
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: alicloud-ai-multimodal-qvq-test
Source: https://github.com/cinience/alicloud-skills/tree/main/tests/ai/multimodal/alicloud-ai-multimodal-qvq-test
Command: npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq-test

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill provides a basic test to ensure that visual reasoning models and sample payloads are correctly included for the Model Studio QVQ functionality.

Core Features & Use Cases

  • Model Validation: Verifies the presence of essential visual reasoning models.
  • Payload Testing: Checks that sample data payloads are available for testing.
  • Use Case: Developers can run this skill as a quick smoke test after updates to the QVQ skill to ensure core components are functioning as expected.

Quick Start

Prepare a request JSON for the QVQ skill by running the prepare_qvq_request.py script.

Frequently Asked Questions about alicloud-ai-multimodal-qvq-test

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a smoke test for visual reasoning models in Model Studio?▼

To run a visual reasoning smoke test for Model Studio, execute the Python script to prepare a sample request JSON, which validates the inclusion of models and sample payloads for the QVQ skill.

What is a visual reasoning smoke test and when do I need it?▼

A visual reasoning smoke test is a minimal validation check that confirms operational readiness of visual reasoning components. You need it after updating the QVQ skill to ensure core components are functioning.

Do I need a target skill installed to test QVQ visual reasoning payloads?▼

Yes, you need the target skill installed. Testing QVQ visual reasoning payloads requires the target skill located at skills/ai/multimodal/alicloud-ai-multimodal-qvq to validate its operational readiness.

How do I prepare a sample request JSON for a multimodal QVQ test?▼

To prepare a sample request JSON for a multimodal QVQ test, run the prepare_qvq_request.py script included in the skill components to generate the required payload data for validation.

What components are required to validate Model Studio QVQ operational readiness?▼

Validating Model Studio QVQ operational readiness requires scripts containing a Python file to prepare sample request payloads, alongside the target multimodal visual reasoning skill to test against.

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