NVIDIA A6000 meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen2.5-14B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A6000 can run Qwen/Qwen2.5-14B-Instruct with Q4 quantization. At approximately 92 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 40GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 8GB | 48GB | 92.31 tok/s | ✅ Fits comfortably |
| Q8 | 15GB | 48GB | 72.21 tok/s | ✅ Fits comfortably |
| FP16 | 30GB | 48GB | 38.77 tok/s | ✅ Fits comfortably |