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Full GPU

Best variant: FP16

Full GPU inference — 256 GB VRAM meets the 36.4 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
32.2 GB
Recommended VRAM
36.4 GB
Estimated tok/s
~39

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Every Phi-4 Reasoning 14B 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_M7 GB8 GB9.1 GB8K / 8KFull GPU~124.8
Q5_K_M8.8 GB10.1 GB11.4 GB8K / 8KFull GPU~107.9
Q8_014 GB16.1 GB18.2 GB8K / 8KFull GPU~74.3
FP16Best fit28 GB32.2 GB36.4 GB8K / 8KFull GPU~39

Apple M4 Ultra is solid pick for Phi-4 Reasoning 14B

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All hardware for Phi-4 Reasoning 14BBest GPU for Phi-4 Reasoning 14BModels that fit Apple M4 UltraFull model detailsBrowse all models