Written by Jakub Rusinowski · Last updated September 6, 2026
No — MiMo-V2.5 doesn't fit the Apple M4 Max's 128 GB. The cheapest card that runs it is the Apple M2 Ultra (192 GB).
As an Amazon Associate we earn from qualifying purchases. Cloud GPU links are referral links — we may earn a commission at no extra cost to you.
| VRAM | 128 GB unified memory |
| Memory Bandwidth | 546 GB/s |
| Quant | VRAM needed | Fits 128 GB? | Max context |
|---|---|---|---|
| F16 | 622.7 GB | ✗ No | — |
| Q8_0 | 332.1 GB | ✗ No | — |
| Q6_K | 256.9 GB | ✗ No | — |
| Q5_K_M | 222.5 GB | ✗ No | — |
| Q4_K_M | 189.9 GB | ✗ No | — |
| Q3_K_M | 134.9 GB | ✗ No | — |
| Q2_K | 104.7 GB | ✓ Yes | 32K |
VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 128 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
Every MiMo-V2.5 variant requires more VRAM than the Apple M4 Max provides (128 GB).
Apple M2 Ultra (192 GB VRAM).
MiMo-V2.5 needs ~187 GB but this GPU has 128 GB. Rent a 8× H100 (640 GB)-class GPU by the hour instead of buying one:
Affiliate links — we may earn a commission if you sign up, at no extra cost to you.
Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
No — MiMo-V2.5 doesn't fit the Apple M4 Max's 128 GB. The cheapest card that runs it is the Apple M2 Ultra (192 GB).
The Apple M2 Ultra (192 GB VRAM) is the cheapest upgrade that fits it.
| Size | VRAM | Verdict | Speed |
|---|---|---|---|
| MiMo-V2.5-Pro 1T | 603.8 GB | Does not fit | — |
| MiMo-V2.5 310B | 187.2 GB | Runs at Q2_K | — |
← Can I Run It? | MiMo-V2.5 Model Page | Apple M4 Max GPU Page | Check Your Hardware