// RUN โ€” FITS

Can the Apple M2 Max 96GB run TxGemma 27B?

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

TxGemma 27B on the Apple M2 Max 96GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 118k 5-6.1 t/s ~0.1-0.2 (slow)
Q8 yes 221k 10.1-12.1 t/s ~0.3-0.3 (slow)
Q4 yes 266k 18-21.7 t/s ~0.4-0.5 (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 M2 Max 96GB run TxGemma 27B?โ–ถ

Yes. At Q4 it generates ~18-21.7 tok/s and fits up to 266k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 266k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.