Apple M3 Pro 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.
Apple M3 Pro can run Qwen/Qwen2.5-7B-Instruct with Q4 quantization. At approximately 19 tokens/second, you can expect Basic speed - best for non-interactive tasks.
You have 32GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 36GB | 19.38 tok/s | ✅ Fits comfortably |
| Q8 | 7GB | 36GB | 13.84 tok/s | ✅ Fits comfortably |
| FP16 | 15GB | 36GB | 7.91 tok/s | ✅ Fits comfortably |