// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run Baichuan-Omni-1.5?

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

Baichuan-Omni-1.5 on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 yes 36k 59.5-70.9 t/s ~1.3-1.6 (slow)
Q8 yes 103k 118.9-141.7 t/s ~2.7-3.2 (slow)
Q4 yes 133k 212.4-253.1 t/s ~4.7-5.6 (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 5090 run Baichuan-Omni-1.5?โ–ถ

Yes. At Q4 it generates ~212.4-253.1 tok/s and fits up to 133k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.7-5.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 133k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.