AMD Ryzen AI Max Pro 385 meets the minimum VRAM requirement for Q4 inference of nari-labs/Dia2-2B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Ryzen AI Max Pro 385 can run nari-labs/Dia2-2B with Q4 quantization. At approximately 46 tokens/second, you can expect Moderate speed - useful for batch processing.
You have 126GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 2GB | 128GB | 46.03 tok/s | ✅ Fits comfortably |
| Q8 | 3GB | 128GB | 29.10 tok/s | ✅ Fits comfortably |
| FP16 | 5GB | 128GB | 16.03 tok/s | ✅ Fits comfortably |