// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run ESM1-85M?

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

ESM1-85M on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 74k 480.4-572.5 t/s ~42.9-51.1 (slow)
Q8 yes 75k 960.8-1145 t/s ~85.8-102.2 (slow)
Q4 yes 76k 1715.6-2044.7 t/s ~153.2-182.6 (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 ESM1-85M?โ–ถ

Yes. At Q4 it generates ~1715.6-2044.7 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~153.2-182.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 76k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.