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Full GPU

Best variant: FP16

Full GPU inference — 128 GB VRAM meets the 10.4 GB recommendation.

GPU VRAM
128 GB
Min VRAM (best fit)
9.2 GB
Recommended VRAM
10.4 GB
Estimated tok/s
~100

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Every Gemma 3n E4B quantization on Apple M1 Ultra

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M2 GB2.3 GB2.6 GB8K / 8KFull GPU~320
Q5_K_M2.5 GB2.9 GB3.3 GB8K / 8KFull GPU~278.3
Q8_04 GB4.6 GB5.2 GB8K / 8KFull GPU~190.5
FP16Best fit8 GB9.2 GB10.4 GB8K / 8KFull GPU~100

Apple M1 Ultra is solid pick for Gemma 3n E4B

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All hardware for Gemma 3n E4BBest GPU for Gemma 3n E4BModels that fit Apple M1 UltraFull model detailsBrowse all models