Can I Run MiniMax M3 on Apple M2 Ultra?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 2026

No — MiniMax M3 428B-A23B at Q4_K_M needs 263.6 GB at 8K context (258.4 GB weights + 5.2 GB KV cache/overhead), and the Apple M2 Ultra's 144 GB usable memory leaves it ~119.6 GB short. The cheapest card that runs it is the Apple M5 Ultra (512 GB).

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Apple M2 Ultra Specs

VRAM192 GB unified memory
Memory Bandwidth800 GB/s

MiniMax M3 428B-A23B on the Apple M2 Ultra: VRAM by quantization

QuantVRAM neededFits 192 GB?Max contextWhole PC
F16861.2 GB✗ No——
Q8_0459.9 GB✗ No——
Q6_K356.1 GB✗ No——
Q5_K_M308.5 GB✗ No——
Q4_K_M263.6 GB✗ No——
Q3_K_M187.6 GB✗ No——
Q2_K145.9 GB✗ No——

Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 192 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Context costs VRAM too. At Q4_K_M on the Apple M2 Ultra: 8K 263.6 GB ✗ · 32K 276.7 GB ✗ · 128K 329 GB ✗. Past 8K it no longer fits 192 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? MiniMax M3 428B-A23B on 192 GB of system RAM, CPU only: runs, but it is tight.

Why It Does Not Fit

Every MiniMax M3 variant requires more VRAM than the Apple M2 Ultra provides (192 GB).

Nearest GPU That Fits

Apple M5 Ultra (512 GB VRAM).

Won't fit — rent MiniMax M3 instead

MiniMax M3 needs ~264 GB but this GPU has 192 GB. Rent a 8× H100 (640 GB)-class GPU by the hour instead of buying one:

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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

MiniMax M3 on the Apple M2 Ultra — does it fit?

No — MiniMax M3 428B-A23B at Q4_K_M needs 263.6 GB at 8K context (258.4 GB weights + 5.2 GB KV cache/overhead), and the Apple M2 Ultra's 144 GB usable memory leaves it ~119.6 GB short. The cheapest card that runs it is the Apple M5 Ultra (512 GB).

What GPU should I get instead to run MiniMax M3?

The Apple M5 Ultra (512 GB VRAM) is the cheapest upgrade that fits it.

MiniMax M3 on Other GPUs

Popular Models on the Apple M2 Ultra

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | MiniMax M3 Model Page | Apple M2 Ultra GPU Page | VRAM calculator | Check Your Hardware