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Can't Run

Best variant: FP16

Not enough memory — need at least 690 GB RAM (have 64 GB) and 529 GB VRAM (have 32).

GPU VRAM
32 GB
Min VRAM (best fit)
529 GB
Recommended VRAM
598 GB
Estimated tok/s

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Every MiniMax M2.5 quantization on Apple M2 Pro

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M115 GB132.3 GB149.5 GB8K / 8KCan't Run
Q5_K_M143.8 GB165.4 GB186.9 GB8K / 8KCan't Run
Q8_0230 GB264.5 GB299 GB8K / 8KCan't Run
FP16Best fit460 GB529 GB598 GB8K / 8KCan't Run

Upgrade options that fit MiniMax M2.5 better

Cheapest fit

NVIDIA GeForce GTX 1060 3GB

3 GB VRAM · ~0.4 tok/s

Best performance

NVIDIA GeForce RTX 5090

32 GB VRAM · ~3.9 tok/s

Rent GPU instead of buying one

If local fit is weak, cloud GPU gets you running today without hardware upgrade.

All hardware for MiniMax M2.5Best GPU for MiniMax M2.5Models that fit Apple M2 ProFull model detailsBrowse all models