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Alicloud Ai Multimodal Qvq

  • 92 installs
  • 396 repo stars
  • Updated July 18, 2026
  • cinience/alicloud-skills

Prepares visual-reasoning requests for Alibaba Cloud Model Studio QVQ models for step-by-step image reasoning, chart analysis, and visually grounded problem solving.

About

Builds visual-reasoning requests against Alibaba Cloud Model Studio QVQ models. A developer uses it for step-by-step image reasoning, chart analysis, and visually grounded problem solving.

  • Targets QVQ visual-reasoning models with exact model strings
  • Includes py_compile validation and evidence output

Alicloud Ai Multimodal Qvq by the numbers

  • 92 all-time installs (skills.sh)
  • Ranked #4,715 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq

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Listed on Skillselion
Installs92
repo stars396
Last updatedJuly 18, 2026
Repositorycinience/alicloud-skills

What it does

Prepares visual-reasoning requests for Alibaba Cloud Model Studio QVQ models for step-by-step image reasoning, chart analysis, and visually grounded problem solving.

Files

SKILL.mdMarkdownGitHub ↗

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

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