Qwen Qwen3 8B Base speed on NVIDIA A4000 and quantization-level VRAM fit.
NVIDIA A4000 meets the minimum VRAM requirement for Q4 inference of Qwen Qwen3 8B Base. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A4000 can run Qwen Qwen3 8B Base with Q4 quantization. At approximately 77 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 12GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 16GB | 76.88 tok/s | ✅ Fits comfortably |
| Q8 | 8GB | 16GB | 53.81 tok/s | ✅ Fits comfortably |
| FP16 | 16GB | 16GB | 29.21 tok/s | ⚠️ Tight fit |
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NVIDIA A4000 can run Qwen Qwen3 8B Base at Q4 with an estimated 77 tok/s.
Q4 inference is estimated to need about 4GB VRAM on this page, while NVIDIA A4000 has 16GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.