// RUN โ€” FITS

Can the NVIDIA H200 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 H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1828k 417.1-497.1 t/s ~3.5-4.1 (slow)
Q8 yes 1892k 834.3-994.3 t/s ~7-8.3 (slow)
Q4 yes 1921k 1489.8-1775.5 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 H200 run XVERSE-MoE-A4.2B?โ–ถ

Yes. At Q4 it generates ~1489.8-1775.5 tok/s and fits up to 1921k 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 1921k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.