// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run Minitron 4B?

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

Minitron 4B on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 186k 87.6-104.4 t/s ~3.5-4.1 (slow)
Q8 yes 250k 175.2-208.8 t/s ~7-8.3 (slow)
Q4 yes 278k 312.9-372.9 t/s ~12.4-14.8 (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 Minitron 4B?โ–ถ

Yes. At Q4 it generates ~312.9-372.9 tok/s and fits up to 278k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~12.4-14.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 278k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.