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Can the Apple M3 Max 48GB run HiDream-I1?
Yes โ here's how fast and up to what context, with real measured numbers.
HiDream-I1 on the Apple M3 Max 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 22k | 7.6-9.1 t/s | ~0.2-0.2 (slow) |
| Q8 | yes | 90k | 15.1-18.2 t/s | ~0.4-0.5 (slow) |
| Q4 | yes | 121k | 27-32.5 t/s | ~0.7-0.8 (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 M3 Max 48GB run HiDream-I1?โถ
Yes. At Q4 it generates ~27-32.5 tok/s and fits up to 121k context; beyond that it spills to SSD swap and slows to ~0.7-0.8 tok/s.
How much context fits?โถ
At Q4, up to about 121k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.