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Can the Apple M3 Max 64GB run AraBERT LArge v2?
Yes โ here's how fast and up to what context, with real measured numbers.
AraBERT LArge v2 on the Apple M3 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 845k | 366.6-442 t/s | ~9.2-11.1 (slow) |
| Q8 | yes | 850k | 733.2-884.1 t/s | ~18.3-22.1 (slow) |
| Q4 | yes | 853k | 1309.2-1578.7 t/s | ~32.7-39.5 (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 64GB run AraBERT LArge v2?โถ
Yes. At Q4 it generates ~1309.2-1578.7 tok/s and fits up to 853k context; beyond that it spills to SSD swap and slows to ~32.7-39.5 tok/s.
How much context fits?โถ
At Q4, up to about 853k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.