// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run ESM2-150M?

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

ESM2-150M on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 72k 272.5-324.8 t/s ~24.3-29 (slow)
Q8 yes 74k 545.1-649.6 t/s ~48.7-58 (slow)
Q4 yes 75k 973.3-1160 t/s ~86.9-103.6 (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 ESM2-150M?โ–ถ

Yes. At Q4 it generates ~973.3-1160 tok/s and fits up to 75k context; beyond that it spills to SSD swap and slows to ~86.9-103.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 75k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.