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Full GPU

Best variant: Q8_0

Full GPU inference — 48 GB VRAM meets the 41.6 GB recommendation.

GPU VRAM
48 GB
Min VRAM (best fit)
36.8 GB
Recommended VRAM
41.6 GB
Estimated tok/s
~8.1

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Every Qwen3 32B quantization on Apple M4 Pro

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M16 GB18.4 GB20.8 GB8K / 8KFull GPU~13.7
Q5_K_M20 GB23 GB26 GB8K / 8KFull GPU~11.9
Q8_0Best fit32 GB36.8 GB41.6 GB8K / 8KFull GPU~8.1
FP1664 GB73.6 GB83.2 GB8K / 8KCan't Run

Apple M4 Pro is solid pick for Qwen3 32B

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All hardware for Qwen3 32BBest GPU for Qwen3 32BModels that fit Apple M4 ProFull model detailsBrowse all models