AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of unsloth/Meta-Llama-3.1-8B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run unsloth/Meta-Llama-3.1-8B-Instruct with Q4 quantization. At approximately 721 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 188GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 192GB | 721.38 tok/s | ✅ Fits comfortably |
| Q8 | 9GB | 192GB | 533.67 tok/s | ✅ Fits comfortably |
| FP16 | 17GB | 192GB | 266.26 tok/s | ✅ Fits comfortably |