// RUN โ€” FITS

Can the Huawei Ascend 950DT run KoGPT?

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

KoGPT on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 905k 210.8-256.2 t/s ~2.1-2.6 (slow)
Q8 yes 952k 421.6-512.4 t/s ~4.2-5.1 (slow)
Q4 yes 973k 752.9-915.1 t/s ~7.5-9.2 (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 Huawei Ascend 950DT run KoGPT?โ–ถ

Yes. At Q4 it generates ~752.9-915.1 tok/s and fits up to 973k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.5-9.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 973k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.