// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 run XVERSE-MoE-A4.2B?

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

XVERSE-MoE-A4.2B on the NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 yes 186k 81.3-96.9 t/s ~3.5-4.1 (slow)
Q8 yes 250k 162.7-193.9 t/s ~7-8.3 (slow)
Q4 yes 278k 290.5-346.2 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 run XVERSE-MoE-A4.2B?โ–ถ

Yes. At Q4 it generates ~290.5-346.2 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.