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Can the Apple M3 Max 48GB run Oryx 7B?
Yes โ here's how fast and up to what context, with real measured numbers.
Oryx 7B on the Apple M3 Max 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 211k | 19.4-23.4 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 265k | 38.9-46.9 t/s | ~1-1.2 (slow) |
| Q4 | yes | 288k | 69.4-83.7 t/s | ~1.7-2.1 (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 Oryx 7B?โถ
Yes. At Q4 it generates ~69.4-83.7 tok/s and fits up to 288k context; beyond that it spills to SSD swap and slows to ~1.7-2.1 tok/s.
How much context fits?โถ
At Q4, up to about 288k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.