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Intel Core i7-1360P

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20:03
2026-09-16
dev.to
large-language-models

A 4 GB Laptop GPU Beats a 12-Core CPU by 4.3x on Gemma 4

A developer benchmarked llama.cpp serving Google's Gemma 4 E2B Q4_0 GGUF on a single laptop, comparing CPU-only inference against the machine's 4 GB GTX 1650 Ti Max-Q, with the two arms differing only…

// co-occurs with top 7 entities
llama.cpp 1 Gemma 4 1 Google 1 GTX 1650 Ti Max-Q 1 CUDA 1 GGUF 1 GitHub 1
// topics top 5 topics
large language models 1 ai infrastructure 1 ai chips 1 mlops 1 developer tools 1