NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.2-1B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 PCIe 80GB can run meta-llama/Llama-3.2-1B with Q4 quantization. At approximately 396 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 79GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 1GB | 80GB | 395.50 tok/s | ✅ Fits comfortably |
| Q8 | 1GB | 80GB | 247.00 tok/s | ✅ Fits comfortably |
| FP16 | 2GB | 80GB | 141.75 tok/s | ✅ Fits comfortably |