// RUN โ€” FITS

Can the Apple M1 Max 64GB run RMBG v2.0?

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

RMBG v2.0 on the Apple M1 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 849k 615.4-742.1 t/s ~15.4-18.6 (slow)
Q8 yes 853k 1230.8-1484.2 t/s ~30.8-37.1 (slow)
Q4 yes 854k 2197.8-2650.3 t/s ~54.9-66.3 (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 M1 Max 64GB run RMBG v2.0?โ–ถ

Yes. At Q4 it generates ~2197.8-2650.3 tok/s and fits up to 854k context; beyond that it spills to SSD swap and slows to ~54.9-66.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 854k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.