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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)
18 GB
Recommended VRAM
24 GB
Estimated tok/s
~10

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Every Gemma 2 27B 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_M13 GB15 GB18 GB8K / 8KFull GPU~10.6
Q4_K_MBest fit16 GB18 GB24 GB8K / 8KFull GPU~10
Q8_028.7 GB30 GB36 GB8K / 8KPartial GPU~4.6

Apple M1 Pro (16-core GPU) is solid pick for Gemma 2 27B

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All hardware for Gemma 2 27BBest GPU for Gemma 2 27BModels that fit Apple M1 Pro (16-core GPU)Full model detailsBrowse all models