NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of ai-forever/ruGPT-3.5-13B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 PCIe 80GB can run ai-forever/ruGPT-3.5-13B with Q4 quantization. At approximately 229 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 73GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 7GB | 80GB | 229.06 tok/s | ✅ Fits comfortably |
| Q8 | 13GB | 80GB | 156.88 tok/s | ✅ Fits comfortably |
| FP16 | 27GB | 80GB | 93.96 tok/s | ✅ Fits comfortably |