AMD Ryzen AI Max Pro 385 meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen3-Embedding-8B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Ryzen AI Max Pro 385 can run Qwen/Qwen3-Embedding-8B with Q4 quantization. At approximately 40 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 | 40.14 tok/s | ✅ Fits comfortably |
| Q8 | 9GB | 128GB | 23.76 tok/s | ✅ Fits comfortably |
| FP16 | 17GB | 128GB | 12.95 tok/s | ✅ Fits comfortably |