Can I Run / MiniMax M2.7 / on Apple M2 Ultra (192GB)

Can I Run MiniMax M2.7 on a Apple M2 Ultra (192GB)?

Yes

Runs comfortably at Q6_K — minimal quality loss.

Model size
229B
GPU memory
192GB
Smallest quant
Q4_K_M
Best fit
Q6_K

3 quantizations fit your 192GB

QuantMin VRAMRecommendedFile sizeHeadroom
Q6_KBEST189.4 GB190.9 GB188.4 GB+2.6 GB
Q5_K_M163.4 GB164.9 GB162.4 GB+28.6 GB
Q4_K_M139.7 GB141.2 GB138.7 GB+52.3 GB

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Full model details
MiniMax M2.7

All quant variants, benchmark scores, and use-case tags.

Best models for this GPU
Apple M2 Ultra (192GB)

Top-ranked open-source models that fit in 192GB.

FAQ

Can the Apple M2 Ultra (192GB) run MiniMax M2.7?

Yes. The Apple M2 Ultra (192GB)'s 192GB of unified memory is enough to run MiniMax M2.7 at Q6_K quantization (189.4GB required).

What's the best quantization to use?

Q6_K is the highest-precision quantization that fits in your 192GB. It uses about 189.4GB of memory and 190.9GB recommended for comfortable inference.

What if I need more headroom for context length?

KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.