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Full GPU

Best variant: FP16

Full GPU inference — 96 GB VRAM meets the 4 GB recommendation.

GPU VRAM
96 GB
Min VRAM (best fit)
2 GB
Recommended VRAM
4 GB
Estimated tok/s
~400

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Every Qwen 2.5 0.5B quantization on Apple M2 Max

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M0.4 GB1 GB2 GB4K / 32KFull GPU~800
FP16Best fit1 GB2 GB4 GB4K / 32KFull GPU~400

Apple M2 Max is solid pick for Qwen 2.5 0.5B

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All hardware for Qwen 2.5 0.5BBest GPU for Qwen 2.5 0.5BModels that fit Apple M2 MaxFull model detailsBrowse all models