// RUN โ€” FITS

Can the Huawei Ascend 950DT run Phi-4?

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

Phi-4 on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 629k 92.9-112.9 t/s ~0.9-1.1 (slow)
Q8 yes 714k 185.7-225.7 t/s ~1.9-2.3 (slow)
Q4 yes 752k 331.6-403.1 t/s ~3.3-4 (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 Huawei Ascend 950DT run Phi-4?โ–ถ

Yes. At Q4 it generates ~331.6-403.1 tok/s and fits up to 752k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.3-4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 752k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.