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Full GPU

Best variant: Q8_0

Full GPU inference — 32 GB VRAM meets the 8 GB recommendation.

GPU VRAM
32 GB
Min VRAM (best fit)
5.5 GB
Recommended VRAM
8 GB
Estimated tok/s
~44.3

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Every Gemma 3 4B 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_M2.5 GB3.5 GB4 GB8K / 32KFull GPU~64
Q8_0Best fit4.3 GB5.5 GB8 GB8K / 32KFull GPU~44.3

Apple M1 Pro (16-core GPU) is solid pick for Gemma 3 4B

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All hardware for Gemma 3 4BBest GPU for Gemma 3 4BModels that fit Apple M1 Pro (16-core GPU)Full model detailsBrowse all models