// RUN โ€” FITS

Can the Apple M3 Max 36GB run BART-IT?

Yes โ€” here's how fast and up to what context, with real measured numbers.

BART-IT on the Apple M3 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 467k 728.6-878.6 t/s ~24.3-29.3 (slow)
Q8 yes 469k 1457.1-1757.1 t/s ~48.6-58.6 (slow)
Q4 yes 470k 2602-3137.8 t/s ~86.7-104.6 (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 BART-IT?โ–ถ

Yes. At Q4 it generates ~2602-3137.8 tok/s and fits up to 470k context; beyond that it spills to SSD swap and slows to ~86.7-104.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 470k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.