NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of EssentialAI/rnj-1. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 PCIe 80GB can run EssentialAI/rnj-1 with Q4 quantization. At approximately 217 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 | 216.84 tok/s | ✅ Fits comfortably |
| Q8 | 10GB | 80GB | 160.05 tok/s | ✅ Fits comfortably |
| FP16 | 19GB | 80GB | 82.44 tok/s | ✅ Fits comfortably |