// RUN โ€” FITS

Can the Huawei Ascend 950DT run T5-3B?

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

T5-3B on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 1913k 464.3-564.3 t/s ~4.6-5.6 (slow)
Q8 yes 1956k 928.6-1128.6 t/s ~9.3-11.3 (slow)
Q4 yes 1975k 1658.2-2015.3 t/s ~16.6-20.2 (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 T5-3B?โ–ถ

Yes. At Q4 it generates ~1658.2-2015.3 tok/s and fits up to 1975k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~16.6-20.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1975k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.