// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run Yi 6B?

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

Yi 6B on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 13k 24.3-29 t/s ~2.2-2.6 (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 Yi 6B?โ–ถ

Yes. At Q4 it generates ~24.3-29 tok/s and fits up to 13k context; beyond that it spills to SSD swap and slows to ~2.2-2.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 13k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.