Category: provider Model Studio QVQ Visual Reasoning Validation mkdir -p output/alicloud-ai-multimodal-qvq python -m py_compile skills/ai/multimodal/alicloud-ai-multimodal-qvq/scripts/prepare_qvq_request.py && echo "py_compile_ok"
output/alicloud-ai-multimodal-qvq/validate.txt Pass criteria: command exits 0 and output/alicloud-ai-multimodal-qwen-vqv/validate.txt is generated. Critical model names Use one of these exact model strings: qvq-plus qvq-max Typical use Mathematical reasoning from screenshots Diagram and chart reasoning Visually grounded multi-step problem solving Quick start python skills/ai/multimodal/alicloud-ai-multimodal-qvq/scripts/prepare_qvq_request.py \ --output output/alicloud-ai-multimodal-qvq/request.json Notes Use skills/ai/multimodal/alicloud-ai-multimodal-qwen-vl/ for standard image understanding. Use QVQ when the task explicitly needs stronger reasoning over visual evidence. References references/sources.md