// RUN โ€” FITS

Can the Huawei Ascend 950DT run Qwen3-Omni-30B-A3B?

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

Qwen3-Omni-30B-A3B on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 230k 36.8-44.8 t/s ~0.4-0.4 (slow)
Q8 yes 365k 73.7-89.5 t/s ~0.7-0.9 (slow)
Q4 yes 424k 131.5-159.9 t/s ~1.3-1.6 (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 Qwen3-Omni-30B-A3B?โ–ถ

Yes. At Q4 it generates ~131.5-159.9 tok/s and fits up to 424k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 424k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.