// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4090 run Refact-1.6B?

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

Refact-1.6B on the NVIDIA GeForce RTX 4090

QuantFits?Max contextSpeedBeyond context
FP16 yes 265k 230-274.1 t/s ~9.1-10.9 (slow)
Q8 yes 290k 459.9-548.1 t/s ~18.3-21.8 (slow)
Q4 yes 300k 821.3-978.8 t/s ~32.6-38.8 (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 4090 run Refact-1.6B?โ–ถ

Yes. At Q4 it generates ~821.3-978.8 tok/s and fits up to 300k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~32.6-38.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 300k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.