// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run OpenELM-1.1B?

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

OpenELM-1.1B on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 43k 37.9-45.1 t/s ~3.4-4 (slow)
Q8 yes 60k 75.7-90.2 t/s ~6.8-8.1 (slow)
Q4 yes 67k 135.2-161.1 t/s ~12.1-14.4 (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 OpenELM-1.1B?โ–ถ

Yes. At Q4 it generates ~135.2-161.1 tok/s and fits up to 67k context; beyond that it spills to SSD swap and slows to ~12.1-14.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 67k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.