// RUN โ€” FITS

Can the Apple M4 Max 48GB run nesso 0.4B Instruct?

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

nesso 0.4B Instruct on the Apple M4 Max 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 624k 464.1-559.7 t/s ~8.5-10.3 (slow)
Q8 yes 630k 928.2-1119.3 t/s ~17-20.5 (slow)
Q4 yes 633k 1657.5-1998.8 t/s ~30.4-36.6 (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 M4 Max 48GB run nesso 0.4B Instruct?โ–ถ

Yes. At Q4 it generates ~1657.5-1998.8 tok/s and fits up to 633k context; beyond that it spills to SSD swap and slows to ~30.4-36.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 633k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.