NVIDIA A6000 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 A6000 can run EssentialAI/rnj-1 with Q4 quantization. At approximately 97 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 43GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 5GB | 48GB | 96.81 tok/s | ✅ Fits comfortably |
| Q8 | 10GB | 48GB | 74.77 tok/s | ✅ Fits comfortably |
| FP16 | 19GB | 48GB | 37.49 tok/s | ✅ Fits comfortably |