// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run Llama 3.2 3B?

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

Llama 3.2 3B on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 27k 25.5-30.4 t/s ~2.3-2.7 (slow)
Q4 yes 49k 45.5-54.2 t/s ~4.1-4.8 (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 Llama 3.2 3B?โ–ถ

Yes. At Q4 it generates ~45.5-54.2 tok/s and fits up to 49k context; beyond that it spills to SSD swap and slows to ~4.1-4.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 49k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.