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// RUN — FITS
Can the Apple M3 Max 36GB run XLNet?
Yes — here's how fast and up to what context, with real measured numbers.
XLNet on the Apple M3 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 461k | 300-361.8 t/s | ~10-12.1 (slow) |
| Q8 | yes | 466k | 600-723.5 t/s | ~20-24.1 (slow) |
| Q4 | yes | 469k | 1071.4-1292 t/s | ~35.7-43.1 (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 36GB run XLNet?▶
Yes. At Q4 it generates ~1071.4-1292 tok/s and fits up to 469k context; beyond that it spills to SSD swap and slows to ~35.7-43.1 tok/s.
How much context fits?▶
At Q4, up to about 469k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.