Can I Run MiniMax M2.7 on Apple M1 Ultra?
Written by Jakub Rusinowski · Last updated August 15, 2026
No — MiniMax M2.7 230B-A10B at Q4_K_M needs 143.2 GB at 8K context (138.9 GB weights + 4.3 GB KV cache/overhead), and the Apple M1 Ultra's 96 GB usable memory leaves it ~47.2 GB short. The cheapest card that runs it is the Apple M2 Ultra (192 GB).
Get a personalized upgrade path →
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.
Apple M1 Ultra Specs
| VRAM | 128 GB unified memory |
| Memory Bandwidth | 800 GB/s |
MiniMax M2.7 230B-A10B on the Apple M1 Ultra: VRAM by quantization
| Quant | VRAM needed | Fits 128 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 464.3 GB | ✗ No | — | — |
| Q8_0 | 248.7 GB | ✗ No | — | — |
| Q6_K | 192.9 GB | ✗ No | — | — |
| Q5_K_M | 167.3 GB | ✗ No | — | — |
| Q4_K_M | 143.2 GB | ✗ No | — | — |
| Q3_K_M | 102.4 GB | ✗ No | — | — |
| Q2_K | 79.9 GB | ✓ Yes | 32K | — |
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 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.
Context costs VRAM too. At Q4_K_M on the Apple M1 Ultra: 8K 143.2 GB ✗ · 32K 153.8 GB ✗ · 128K 196 GB ✗. Past 8K it no longer fits 128 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
No compatible GPU? MiniMax M2.7 230B-A10B on 128 GB of system RAM, CPU only: runs, but it is tight.
Why It Does Not Fit
Every MiniMax M2.7 variant requires more VRAM than the Apple M1 Ultra provides (128 GB).
Nearest GPU That Fits
Apple M2 Ultra (192 GB VRAM).
MiniMax M2.7 needs ~143 GB but this GPU has 128 GB. Rent a 2× A100 (160 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.
FAQ
MiniMax M2.7 on the Apple M1 Ultra — does it fit?
No — MiniMax M2.7 230B-A10B at Q4_K_M needs 143.2 GB at 8K context (138.9 GB weights + 4.3 GB KV cache/overhead), and the Apple M1 Ultra's 96 GB usable memory leaves it ~47.2 GB short. The cheapest card that runs it is the Apple M2 Ultra (192 GB).
What GPU should I get instead to run MiniMax M2.7?
The Apple M2 Ultra (192 GB VRAM) is the cheapest upgrade that fits it.
MiniMax M2.7 on Other GPUs
- MiniMax M2.7 on Apple M4 Max
- MiniMax M2.7 on Apple M3 Max
- MiniMax M2.7 on Apple M5 Max
- MiniMax M2.7 on NVIDIA DGX Spark
- MiniMax M2.7 on AMD Ryzen AI Max+ 395
Popular Models on the Apple M1 Ultra
VRAM Tier
Troubleshooting
- Ollama: "model requires more system memory than is available"
- Which GGUF quant should I download? (Q4 vs Q5 vs Q8)
Buying Guide
← Can I Run It? | MiniMax M2.7 Model Page | Apple M1 Ultra GPU Page | Check Your Hardware