AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of inference-net/Schematron-3B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI250X can run inference-net/Schematron-3B with Q4 quantization. At approximately 559 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 126GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 2GB | 128GB | 558.55 tok/s | ✅ Fits comfortably |
| Q8 | 3GB | 128GB | 402.66 tok/s | ✅ Fits comfortably |
| FP16 | 6GB | 128GB | 214.23 tok/s | ✅ Fits comfortably |