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Full GPU

Best variant: Q8_0

Full GPU inference — 256 GB VRAM meets the 4 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
2 GB
Recommended VRAM
4 GB
Estimated tok/s
~945.5

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Every Gemma 3 1B quantization on Apple M4 Ultra

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M0.7 GB1.5 GB2 GB8K / 32KFull GPU~1248
Q8_0Best fit1.1 GB2 GB4 GB8K / 32KFull GPU~945.5

Apple M4 Ultra is solid pick for Gemma 3 1B

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All hardware for Gemma 3 1BBest GPU for Gemma 3 1BModels that fit Apple M4 UltraFull model detailsBrowse all models