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Full GPU

Best variant: Q5_K_M

Full GPU inference — 256 GB VRAM meets the 191 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
168.9 GB
Recommended VRAM
191 GB
Estimated tok/s
~6.5

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Every Qwen3 235B A22B 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_M117.5 GB135.1 GB152.8 GB8K / 8KFull GPU~7.4
Q5_K_MBest fit146.9 GB168.9 GB191 GB8K / 8KFull GPU~6.5
Q8_0235 GB270.3 GB305.5 GB8K / 8KCan't Run
FP16470 GB540.5 GB611 GB8K / 8KCan't Run

Apple M4 Ultra is solid pick for Qwen3 235B A22B

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All hardware for Qwen3 235B A22BBest GPU for Qwen3 235B A22BModels that fit Apple M4 UltraFull model detailsBrowse all models