AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 with Q4 quantization. At approximately 276 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 | 275.67 tok/s | ✅ Fits comfortably |
| Q8 | 68GB | 192GB | 197.32 tok/s | ✅ Fits comfortably |
| FP16 | 137GB | 192GB | 95.73 tok/s | ✅ Fits comfortably |