// RUN โ€” FITS

Can the NVIDIA H200 run ESM3-open-small?

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

ESM3-open-small on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1914k 1251.4-1491.4 t/s ~10.4-12.4 (slow)
Q8 yes 1935k 2502.9-2982.9 t/s ~20.9-24.9 (slow)
Q4 yes 1945k 4469.4-5326.5 t/s ~37.2-44.4 (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 ESM3-open-small?โ–ถ

Yes. At Q4 it generates ~4469.4-5326.5 tok/s and fits up to 1945k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.2-44.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1945k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.