// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run bge-reranker-large?

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

bge-reranker-large on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 297k 657-783 t/s ~26.1-31.1 (slow)
Q8 yes 305k 1314-1566 t/s ~52.1-62.1 (slow)
Q4 yes 309k 2346.4-2796.4 t/s ~93.1-111 (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 Ti run bge-reranker-large?โ–ถ

Yes. At Q4 it generates ~2346.4-2796.4 tok/s and fits up to 309k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~93.1-111 tok/s.

How much context fits?โ–ถ

At Q4, up to about 309k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.