// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run TRIMELMext (7M)?

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

TRIMELMext (7M) on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2614k 38857.1-46857.1 t/s ~485.7-585.7 (slow)
Q8 yes 2614k 77714.3-93714.3 t/s ~971.4-1171.4 (slow)
Q4 yes 2614k 138775.5-167346.9 t/s ~1734.7-2091.8 (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 Ultra 192GB run TRIMELMext (7M)?โ–ถ

Yes. At Q4 it generates ~138775.5-167346.9 tok/s and fits up to 2614k context; beyond that it spills to SSD swap and slows to ~1734.7-2091.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2614k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.