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Full GPU

Best variant: Q8_0

Full GPU inference — 32 GB VRAM meets the 6 GB recommendation.

GPU VRAM
32 GB
Min VRAM (best fit)
3.5 GB
Recommended VRAM
6 GB
Estimated tok/s
~70.5

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Every Gemma 2 2B 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
Q4_K_M1.5 GB2.5 GB4 GB8K / 8KFull GPU~106.7
Q8_0Best fit2.7 GB3.5 GB6 GB8K / 8KFull GPU~70.5

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

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