NVIDIA A100 80GB SXM4 meets the minimum VRAM requirement for Q4 inference of nvidia/NVIDIA-Nemotron-Nano-9B-v2. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A100 80GB SXM4 can run nvidia/NVIDIA-Nemotron-Nano-9B-v2 with Q4 quantization. At approximately 219 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 75GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 5GB | 80GB | 219.48 tok/s | ✅ Fits comfortably |
| Q8 | 10GB | 80GB | 162.83 tok/s | ✅ Fits comfortably |
| FP16 | 19GB | 80GB | 87.20 tok/s | ✅ Fits comfortably |