NVIDIA A4000 meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen-Image-Edit-2509. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A4000 can run Qwen/Qwen-Image-Edit-2509 with Q4 quantization. At approximately 78 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 | 78.14 tok/s | ✅ Fits comfortably |
| Q8 | 8GB | 16GB | 53.54 tok/s | ✅ Fits comfortably |
| FP16 | 16GB | 16GB | 28.92 tok/s | ⚠️ Tight fit |