// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run TRIMELMext (7M)?

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

TRIMELMext (7M) on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 yes 33k 5840-6960 t/s ~2085.7-2485.7 (slow)
Q8 yes 33k 11680-13920 t/s ~4171.4-4971.4 (slow)
Q4 yes 33k 20857.1-24857.1 t/s ~7449-8877.6 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 Mobile run TRIMELMext (7M)?โ–ถ

Yes. At Q4 it generates ~20857.1-24857.1 tok/s and fits up to 33k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7449-8877.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 33k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.