Qwen Qwen2.5 7B Instruct speed on AMD Radeon Pro W7800 and quantization-level VRAM fit.
AMD Radeon Pro W7800 meets the minimum VRAM requirement for Q4 inference of Qwen Qwen2.5 7B Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Radeon Pro W7800 can run Qwen Qwen2.5 7B Instruct with Q4 quantization. At approximately 89 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 28GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 32GB | 89.45 tok/s | ✅ Fits comfortably |
| Q8 | 7GB | 32GB | 62.61 tok/s | ✅ Fits comfortably |
| FP16 | 14GB | 32GB | 33.99 tok/s | ✅ Fits comfortably |
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AMD Radeon Pro W7800 can run Qwen Qwen2.5 7B Instruct at Q4 with an estimated 89 tok/s.
Q4 inference is estimated to need about 4GB VRAM on this page, while AMD Radeon Pro W7800 has 32GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.