// RUN โ€” FITS

Can the NVIDIA H200 run SPIDER2?

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

SPIDER2 on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1956k 4278012.2-5098452.9 t/s ~35650.1-42487.1 (slow)
Q8 yes 1956k 8556024.4-10196905.8 t/s ~71300.2-84974.2 (slow)
Q4 yes 1956k 15278615-18208760.3 t/s ~127321.8-151739.7 (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 SPIDER2?โ–ถ

Yes. At Q4 it generates ~15278615-18208760.3 tok/s and fits up to 1956k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~127321.8-151739.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1956k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.