AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen3-Embedding-4B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run Qwen/Qwen3-Embedding-4B with Q4 quantization. At approximately 770 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 190GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 2GB | 192GB | 770.31 tok/s | ✅ Fits comfortably |
| Q8 | 4GB | 192GB | 511.30 tok/s | ✅ Fits comfortably |
| FP16 | 9GB | 192GB | 308.34 tok/s | ✅ Fits comfortably |