NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of allenai/Olmo-3-7B-Think. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 PCIe 80GB can run allenai/Olmo-3-7B-Think with Q4 quantization. At approximately 332 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 76GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 80GB | 332.07 tok/s | ✅ Fits comfortably |
| Q8 | 8GB | 80GB | 235.15 tok/s | ✅ Fits comfortably |
| FP16 | 16GB | 80GB | 123.63 tok/s | ✅ Fits comfortably |