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Full GPU

Best variant: FP16

Full GPU inference — 256 GB VRAM meets the 5.2 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
4.6 GB
Recommended VRAM
5.2 GB
Estimated tok/s
~273

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Every Gemma 3n E2B quantization on Apple M4 Ultra

Each row runs the compatibility engine against your VRAM, RAM, and the model's requirements.

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M1 GB1.2 GB1.3 GB8K / 8KFull GPU~873.6
Q5_K_M1.3 GB1.5 GB1.7 GB8K / 8KFull GPU~730.4
Q8_02 GB2.3 GB2.6 GB8K / 8KFull GPU~520
FP16Best fit4 GB4.6 GB5.2 GB8K / 8KFull GPU~273

Apple M4 Ultra is solid pick for Gemma 3n E2B

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All hardware for Gemma 3n E2BBest GPU for Gemma 3n E2BModels that fit Apple M4 UltraFull model detailsBrowse all models