AMD Ryzen AI Max+ 395 meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.1-8B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Ryzen AI Max+ 395 can run meta-llama/Llama-3.1-8B 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 | 33.28 tok/s | ✅ Fits comfortably |
| Q8 | 9GB | 128GB | 24.10 tok/s | ✅ Fits comfortably |
| FP16 | 17GB | 128GB | 13.84 tok/s | ✅ Fits comfortably |