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Full GPU

Best variant: Q4_K_M

Full GPU inference — 32 GB VRAM meets the 24 GB recommendation.

GPU VRAM
32 GB
Min VRAM (best fit)
20.5 GB
Recommended VRAM
24 GB
Estimated tok/s
~8.7

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Every Gemma 4 31B quantization on Apple M1 Pro (16-core GPU)

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q3_K_M14.5 GB16.5 GB20 GB8K / 256KFull GPU~9.5
Q4_K_MBest fit18.4 GB20.5 GB24 GB8K / 256KFull GPU~8.7
Q8_033.2 GB35 GB40 GB8K / 256KHybrid CPU+GPU~2

Apple M1 Pro (16-core GPU) is solid pick for Gemma 4 31B

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All hardware for Gemma 4 31BBest GPU for Gemma 4 31BModels that fit Apple M1 Pro (16-core GPU)Full model detailsBrowse all models