NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA H100 PCIe 80GB can run lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit with Q4 quantization. At approximately 324 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 | 323.60 tok/s | ✅ Fits comfortably |
| Q8 | 9GB | 80GB | 229.47 tok/s | ✅ Fits comfortably |
| FP16 | 17GB | 80GB | 124.43 tok/s | ✅ Fits comfortably |