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Full GPU

Best variant: FP16

Full GPU inference — 256 GB VRAM meets the 6 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
3.5 GB
Recommended VRAM
6 GB
Estimated tok/s
~436.8

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Every Llama 3.2 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_M0.75 GB1.5 GB2 GB8K / 128KFull GPU~1164.8
Q8_01.3 GB2 GB4 GB8K / 128KFull GPU~800
FP16Best fit2.5 GB3.5 GB6 GB8K / 128KFull GPU~436.8

Apple M4 Ultra is solid pick for Llama 3.2 1B

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