• reasoning model — A model trained to think — generating extended internal reasoning before answering — trading time and tokens for accuracy on hard problems.
• multimodal — A model that works with more than text — reading images, audio, or video, and sometimes generating them too.

QVQ-Max is a visual reasoning model that doesn't just caption images but analyzes and reasons over image and video content to solve math, programming, and creative tasks — useful if you need a multimodal model that acts on visual evidence rather than just describing it.

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