// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run BTLM-3B?

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

BTLM-3B on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 yes 347k 251.6-299.8 t/s ~5.6-6.7 (slow)
Q8 yes 387k 503.1-599.6 t/s ~11.2-13.4 (slow)
Q4 yes 404k 898.5-1070.8 t/s ~20.1-23.9 (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 5090 run BTLM-3B?โ–ถ

Yes. At Q4 it generates ~898.5-1070.8 tok/s and fits up to 404k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~20.1-23.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 404k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.