Quantization-specific throughput and VRAM requirements for meta-llama/Llama-2-7b-hf running on NVIDIA H100 PCIe 80GB.
Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.
For full verdict logic and alternate GPUs, see the canonical compatibility page.
Open full compatibility report| Quantization | VRAM needed | VRAM available | Speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 80GB | 308 tok/s | ✅ Fits |
| Q8 | 7GB | 80GB | 235 tok/s | ✅ Fits |
| FP16 | 15GB | 80GB | 127 tok/s | ✅ Fits |