AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.1-70B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run meta-llama/Llama-3.1-70B-Instruct with Q4 quantization. At approximately 258 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 158GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 34GB | 192GB | 258.07 tok/s | ✅ Fits comfortably |
| Q8 | 68GB | 192GB | 205.65 tok/s | ✅ Fits comfortably |
| FP16 | 137GB | 192GB | 104.77 tok/s | ✅ Fits comfortably |