Baichuan Inc Baichuan M2 32B speed on AMD Instinct MI210 and quantization-level VRAM fit.
AMD Instinct MI210 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 MI210 can run Baichuan Inc Baichuan M2 32B with Q4 quantization. At approximately 83 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 48GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 16GB | 64GB | 83.18 tok/s | ✅ Fits comfortably |
| Q8 | 32GB | 64GB | 58.23 tok/s | ✅ Fits comfortably |
| FP16 | 64GB | 64GB | 31.61 tok/s | ⚠️ Tight fit |
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AMD Instinct MI210 can run Baichuan Inc Baichuan M2 32B at Q4 with an estimated 83 tok/s.
Q4 inference is estimated to need about 16GB VRAM on this page, while AMD Instinct MI210 has 64GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.