// RUN โ€” FITS

Can the NVIDIA H200 run Zagreus 0.4B?

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

Zagreus 0.4B on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1944k 4380-5220 t/s ~36.5-43.5 (slow)
Q8 yes 1950k 8760-10440 t/s ~73-87 (slow)
Q4 yes 1953k 15642.9-18642.9 t/s ~130.4-155.4 (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 Zagreus 0.4B?โ–ถ

Yes. At Q4 it generates ~15642.9-18642.9 tok/s and fits up to 1953k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~130.4-155.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1953k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.