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Can the Apple M4 Max 128GB run Qwen2.5-Omni 3B?
Yes โ here's how fast and up to what context, with real measured numbers.
Qwen2.5-Omni 3B on the Apple M4 Max 128GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1643k | 61.9-74.6 t/s | ~1.1-1.4 (slow) |
| Q8 | yes | 1689k | 123.8-149.2 t/s | ~2.3-2.7 (slow) |
| Q4 | yes | 1709k | 221-266.5 t/s | ~4-4.9 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M4 Max 128GB run Qwen2.5-Omni 3B?โถ
Yes. At Q4 it generates ~221-266.5 tok/s and fits up to 1709k context; beyond that it spills to SSD swap and slows to ~4-4.9 tok/s.
How much context fits?โถ
At Q4, up to about 1709k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.