// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run GRITLM 7B?

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

GRITLM 7B on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 7k 20.2-24 t/s ~1.8-2.1 (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 GRITLM 7B?โ–ถ

Yes. At Q4 it generates ~20.2-24 tok/s and fits up to 7k context; beyond that it spills to SSD swap and slows to ~1.8-2.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 7k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.