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Full GPU

Best variant: Q8_0

Full GPU inference — 128 GB VRAM meets the 12 GB recommendation.

GPU VRAM
128 GB
Min VRAM (best fit)
9.5 GB
Recommended VRAM
12 GB
Estimated tok/s
~91.8

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Every Gemma 4 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_M4.1 GB5 GB6 GB8K / 128KFull GPU~156.1
Q8_0Best fit8.3 GB9.5 GB12 GB8K / 128KFull GPU~91.8

Apple M1 Ultra is solid pick for Gemma 4 E4B

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All hardware for Gemma 4 E4BBest GPU for Gemma 4 E4BModels that fit Apple M1 UltraFull model detailsBrowse all models