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Full GPU

Best variant: FP16

Full GPU inference — 128 GB VRAM meets the 10 GB recommendation.

GPU VRAM
128 GB
Min VRAM (best fit)
7.5 GB
Recommended VRAM
10 GB
Estimated tok/s
~125

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Every Llama 3.2 3B quantization on Apple M1 Ultra

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M2 GB3 GB4 GB8K / 128KFull GPU~320
Q8_03.4 GB4.5 GB6 GB8K / 128KFull GPU~224.1
FP16Best fit6.4 GB7.5 GB10 GB8K / 128KFull GPU~125

Apple M1 Ultra is solid pick for Llama 3.2 3B

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