// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run Qwen2.5-1.5B?

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

Qwen2.5-1.5B on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 70k 180.1-214.7 t/s ~9.5-11.3 (slow)
Q8 yes 94k 360.3-429.4 t/s ~19-22.6 (slow)
Q4 yes 104k 643.3-766.7 t/s ~33.9-40.4 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 3080 10GB run Qwen2.5-1.5B?โ–ถ

Yes. At Q4 it generates ~643.3-766.7 tok/s and fits up to 104k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~33.9-40.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 104k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.