// RUN โ€” FITS

Can the NVIDIA H200 run Genie 2 (bio)?

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

Genie 2 (bio) on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1956k 111592.4-132993.6 t/s ~929.9-1108.3 (slow)
Q8 yes 1956k 223184.7-265987.3 t/s ~1859.9-2216.6 (slow)
Q4 yes 1956k 398544.1-474977.3 t/s ~3321.2-3958.1 (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 Genie 2 (bio)?โ–ถ

Yes. At Q4 it generates ~398544.1-474977.3 tok/s and fits up to 1956k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3321.2-3958.1 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.