// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB run Multilingual-E5-large?

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

Multilingual-E5-large on the NVIDIA GeForce RTX 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 72k 292-348 t/s ~26.1-31.1 (slow)
Q8 yes 81k 584-696 t/s ~52.1-62.1 (slow)
Q4 yes 85k 1042.9-1242.9 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 5060 Ti 8GB run Multilingual-E5-large?โ–ถ

Yes. At Q4 it generates ~1042.9-1242.9 tok/s and fits up to 85k 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 85k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.