AMD Ryzen AI Max Pro 385 meets the minimum VRAM requirement for Q4 inference of deepseek-ai/DeepSeek-R1. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Ryzen AI Max Pro 385 can run deepseek-ai/DeepSeek-R1 with Q4 quantization. At approximately 33 tokens/second, you can expect Moderate speed - useful for batch processing.
You have 124GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 128GB | 33.22 tok/s | ✅ Fits comfortably |
| Q8 | 7GB | 128GB | 25.67 tok/s | ✅ Fits comfortably |
| FP16 | 15GB | 128GB | 13.61 tok/s | ✅ Fits comfortably |