// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run XGen-7B?

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

XGen-7B on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 10k 21.8-26 t/s ~1.9-2.3 (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 XGen-7B?โ–ถ

Yes. At Q4 it generates ~21.8-26 tok/s and fits up to 10k context; beyond that it spills to SSD swap and slows to ~1.9-2.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 10k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.