// RUN โ€” FITS

Can the NVIDIA H100 SXM5 80GB run GLIDE?

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

GLIDE on the NVIDIA H100 SXM5 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 993k 349.4-416.4 t/s ~4.2-5 (slow)
Q8 yes 1047k 698.7-832.7 t/s ~8.3-9.9 (slow)
Q4 yes 1070k 1247.7-1487 t/s ~14.9-17.8 (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 GLIDE?โ–ถ

Yes. At Q4 it generates ~1247.7-1487 tok/s and fits up to 1070k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~14.9-17.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1070k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.