// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run TRIMELMext (247M)?

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

TRIMELMext (247M) on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 69k 165.5-197.2 t/s ~14.8-17.6 (slow)
Q8 yes 73k 331-394.5 t/s ~29.6-35.2 (slow)
Q4 yes 74k 591.1-704.5 t/s ~52.8-62.9 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 run TRIMELMext (247M)?โ–ถ

Yes. At Q4 it generates ~591.1-704.5 tok/s and fits up to 74k context; beyond that it spills to SSD swap and slows to ~52.8-62.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 74k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.