| name | aliyun-qvq |
| description | Use when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving. |
| version | 1.0.0 |
Category: provider
Model Studio QVQ Visual Reasoning
Validation
mkdir -p output/aliyun-qvq
python -m py_compile skills/ai/multimodal/aliyun-qvq/scripts/prepare_qvq_request.py && echo "py_compile_ok" > output/aliyun-qvq/validate.txt
Pass criteria: command exits 0 and output/aliyun-qvq/validate.txt is generated.
Critical model names
Use one of these exact model strings:
Typical use
- Mathematical reasoning from screenshots
- Diagram and chart reasoning
- Visually grounded multi-step problem solving
Quick start
python skills/ai/multimodal/aliyun-qvq/scripts/prepare_qvq_request.py \
--output output/aliyun-qvq/request.json
Notes
- Use
skills/ai/multimodal/aliyun-qwen-vl/ for standard image understanding.
- Use QVQ when the task explicitly needs stronger reasoning over visual evidence.
References
