Can I Run MiMo V2 Omni on a Apple M1 Ultra (128GB)?
Runs comfortably at Q6_K — minimal quality loss.
3 quantizations fit your 128GB
| Quant | Min VRAM | Recommended | File size | Headroom |
|---|---|---|---|---|
| Q6_KBEST | 99.8 GB | 101.3 GB | 98.8 GB | +28.2 GB |
| Q5_K_M | 86.2 GB | 87.7 GB | 85.2 GB | +41.8 GB |
| Q4_K_M | 73.8 GB | 75.3 GB | 72.8 GB | +54.3 GB |
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Top-ranked open-source models that fit in 128GB.
FAQ
Can the Apple M1 Ultra (128GB) run MiMo V2 Omni?
Yes. The Apple M1 Ultra (128GB)'s 128GB of unified memory is enough to run MiMo V2 Omni at Q6_K quantization (99.8GB required).
What's the best quantization to use?
Q6_K is the highest-precision quantization that fits in your 128GB. It uses about 99.8GB of memory and 101.3GB 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.