// RUN โ€” FITS

Can the NVIDIA H100 SXM5 80GB run OpenThaiGPT v1.0.0 (13B)?

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

OpenThaiGPT v1.0.0 (13B) on the NVIDIA H100 SXM5 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 280k 93.3-111.2 t/s ~1.1-1.3 (slow)
Q8 yes 360k 186.7-222.5 t/s ~2.2-2.7 (slow)
Q4 yes 395k 333.4-397.3 t/s ~4-4.7 (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 H100 SXM5 80GB run OpenThaiGPT v1.0.0 (13B)?โ–ถ

Yes. At Q4 it generates ~333.4-397.3 tok/s and fits up to 395k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4-4.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 395k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.