// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 16GB run Velvet 2B?

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

Velvet 2B on the NVIDIA GeForce RTX 4060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 141k 52.6-62.6 t/s ~7.3-8.7 (slow)
Q8 yes 171k 105.1-125.3 t/s ~14.6-17.4 (slow)
Q4 yes 185k 187.7-223.7 t/s ~26.1-31.1 (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 4060 Ti 16GB run Velvet 2B?โ–ถ

Yes. At Q4 it generates ~187.7-223.7 tok/s and fits up to 185k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~26.1-31.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 185k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.