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Can the Apple M4 Max 48GB 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 M4 Max 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 625k | 500.4-603.4 t/s | ~9.2-11.1 (slow) |
| Q8 | yes | 631k | 1000.8-1206.8 t/s | ~18.3-22.1 (slow) |
| Q4 | yes | 633k | 1787.1-2155 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 M4 Max 48GB run AraBERT LArge v2?โถ
Yes. At Q4 it generates ~1787.1-2155 tok/s and fits up to 633k 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 633k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.