// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run Pleias 1.0 350m?

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

Pleias 1.0 350m on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 66k 116.8-139.2 t/s ~10.4-12.4 (slow)
Q8 yes 71k 233.6-278.4 t/s ~20.9-24.9 (slow)
Q4 yes 73k 417.1-497.1 t/s ~37.2-44.4 (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 Pleias 1.0 350m?โ–ถ

Yes. At Q4 it generates ~417.1-497.1 tok/s and fits up to 73k context; beyond that it spills to SSD swap and slows to ~37.2-44.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 73k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.