Compatibility Check
Can I Run Qwen 2.5 Coder 32B on Apple M4 Ultra?
Yes — Apple M4 Ultra runs Qwen 2.5 Coder 32B fully on GPU at the Q8_0 quantization.
Estimated ~30.6 tokens/sec on the Q8_0 quantization.
Full GPU
Best variant: Q8_0
Full GPU inference — 256 GB VRAM meets the 40 GB recommendation.
- GPU VRAM
- 256 GB
- Min VRAM (best fit)
- 36 GB
- Recommended VRAM
- 40 GB
- Estimated tok/s
- ~30.6
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Every Qwen 2.5 Coder 32B quantization on Apple M4 Ultra
Each row runs the compatibility engine against your VRAM, RAM, and the model's requirements.
| Quantization | File Size | Min VRAM | Rec VRAM | Context | Verdict | Estimated tok/s |
|---|---|---|---|---|---|---|
| Q4_K_M | 19 GB | 21 GB | 24 GB | 8K / 128K | Full GPU | ~46 |
| Q8_0Best fit | 34 GB | 36 GB | 40 GB | 8K / 128K | Full GPU | ~30.6 |
Apple M4 Ultra is solid pick for Qwen 2.5 Coder 32B
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