NVIDIA H100 SXM5 80GB does not meet the minimum VRAM requirement for Q4 inference of MiniMaxAI/MiniMax-M2.1. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 SXM5 80GB lacks sufficient VRAM for comfortable MiniMaxAI/MiniMax-M2.1 operation with Q4 quantization.
Your 80GB GPU is 48GB short of the 128GB minimum.
Options: (1) Try Q2 or Q3 quantization for lower VRAM requirements, (2) Consider cloud GPU rental, (3) Upgrade to a GPU with at least 16GB VRAM.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 128GB | 80GB | 62.65 tok/s | ❌ Not recommended |
| Q8 | 256GB | 80GB | 39.16 tok/s | ❌ Not recommended |
| FP16 | 512GB | 80GB | 21.89 tok/s | ❌ Not recommended |