Apple M2 Ultra meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen2.5-Coder-32B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
Apple M2 Ultra can run Qwen/Qwen2.5-Coder-32B-Instruct with Q4 quantization. At approximately 40 tokens/second, you can expect Moderate speed - useful for batch processing.
You have 175GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 17GB | 192GB | 39.78 tok/s | ✅ Fits comfortably |
| Q8 | 34GB | 192GB | 24.15 tok/s | ✅ Fits comfortably |
| FP16 | 67GB | 192GB | 13.21 tok/s | ✅ Fits comfortably |