AMD Radeon Pro W7900 meets the minimum VRAM requirement for Q4 inference of NousResearch/Hermes-3-Llama-3.1-8B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Radeon Pro W7900 can run NousResearch/Hermes-3-Llama-3.1-8B with Q4 quantization. At approximately 112 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 44GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 48GB | 112.14 tok/s | ✅ Fits comfortably |
| Q8 | 9GB | 48GB | 78.83 tok/s | ✅ Fits comfortably |
| FP16 | 17GB | 48GB | 41.49 tok/s | ✅ Fits comfortably |