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Can the Apple M4 Max 64GB run Yi-1.5-9B?
Yes โ here's how fast and up to what context, with real measured numbers.
Yi-1.5-9B on the Apple M4 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 293k | 21-25.4 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 361k | 42-50.7 t/s | ~0.8-0.9 (slow) |
| Q4 | yes | 390k | 75.1-90.5 t/s | ~1.4-1.7 (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 64GB run Yi-1.5-9B?โถ
Yes. At Q4 it generates ~75.1-90.5 tok/s and fits up to 390k context; beyond that it spills to SSD swap and slows to ~1.4-1.7 tok/s.
How much context fits?โถ
At Q4, up to about 390k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.