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A 6 GB GPU Runs a 26B LLM at 45 Tokens per Second. How to Test the Claim

A benchmark headline can make a graphics card you already own look like a local AI workstation. But a model that generates tokens quickly is not necessarily useful, and a model that fits in memory is not necessarily equivalent to the original. That distinction matters after MAPLE, a new open-source…

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  1. 2026-11-08 16:03 · DEV Community — Machine Learning
    A 6 GB GPU Runs a 26B LLM at 45 Tokens per Second. How to Test the Claim

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