// RUN — FITS

Can the NVIDIA H200 run PengCheng Mind (鹏城脑海)?

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

PengCheng Mind (鹏城脑海) on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 no
Q8 no
Q4 yes 31k 31.3-37.3 t/s ~0.3-0.3 (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 PengCheng Mind (鹏城脑海)?

Yes. At Q4 it generates ~31.3-37.3 tok/s and fits up to 31k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.3-0.3 tok/s.

How much context fits?

At Q4, up to about 31k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.