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Glossary · Model mechanics

GPU / VRAM

Checked 2026-09-06
Also said as graphics cardVRAMvideo memory
The GPU is the processor that runs AI models locally, and VRAM is the memory on that card — together they decide what you can run and how fast.
Why it matters to your business

For local AI, hardware is the price of admission: 12GB VRAM is the practical floor for image generation, video wants 24GB, and under-specced machines mean minutes per image instead of seconds.

The catch · what vendors don't say

The card you bought for design work may not have the VRAM for AI — graphics memory, not speed, is the binding constraint.

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David Nowak

Twenty years building software for businesses like yours — cloud tools when they fit, your own machines when the data demands it. Four ways to work together: a session, a scoped project, a standing second opinion, or just an email.

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