A 4 GB Laptop GPU Beats a 12-Core CPU by 4.3x on Gemma 4
This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.
This article compares two ways of serving the same small language model on the same laptop: CPU-only, and on the 4 GB GTX 1650 Ti sitting in the same chassis. The payload is byte-identical on both arms and the command lines differ by a single flag. The card takes decode by 4.3x . The repository is…
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- 2026-09-16 20:03 · DEV Community — Machine Learning
A 4 GB Laptop GPU Beats a 12-Core CPU by 4.3x on Gemma 4