// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 run DARTS (second order) (PTB)?

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

DARTS (second order) (PTB) on the NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 yes 313k 14853.9-17702.6 t/s ~634.8-756.5 (slow)
Q8 yes 314k 29707.8-35405.2 t/s ~1269.6-1513 (slow)
Q4 yes 314k 53049.7-63223.6 t/s ~2267.1-2701.9 (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 3090 run DARTS (second order) (PTB)?โ–ถ

Yes. At Q4 it generates ~53049.7-63223.6 tok/s and fits up to 314k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2267.1-2701.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 314k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.