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Maple – Run Gemma 4 26B on a 6GB Laptop GPU at 45 TPS (Sub-2-BPW)

AI · Technology · 2026-11-08 17:13

Maple enables running the Gemma 4 26B model on a 6GB laptop GPU at 45 tokens per second by using manifold activation pruning to compress the MoE model to 4.75GB, effectively eliminating PCIe bandwidth bottlenecks and system memory paging delays.

Source: amsach.github.io

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