AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.2-3B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run meta-llama/Llama-3.2-3B-Instruct with Q4 quantization. At approximately 798 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 | 797.77 tok/s | ✅ Fits comfortably |
| Q8 | 3GB | 192GB | 518.17 tok/s | ✅ Fits comfortably |
| FP16 | 7GB | 192GB | 303.81 tok/s | ✅ Fits comfortably |