AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of baichuan-inc/Baichuan-M2-32B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI250X can run baichuan-inc/Baichuan-M2-32B with Q4 quantization. At approximately 172 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 112GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 16GB | 128GB | 172.46 tok/s | ✅ Fits comfortably |
| Q8 | 33GB | 128GB | 120.70 tok/s | ✅ Fits comfortably |
| FP16 | 66GB | 128GB | 58.14 tok/s | ✅ Fits comfortably |