// RUN โ€” FITS

Can the Huawei Ascend 950DT run Transformer (Adaptive Input Embeddings) WT103?

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

Transformer (Adaptive Input Embeddings) WT103 on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 1991k 5263.2-6396.8 t/s ~52.6-64 (slow)
Q8 yes 1995k 10526.3-12793.5 t/s ~105.3-127.9 (slow)
Q4 yes 1996k 18797-22845.6 t/s ~188-228.5 (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 Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~18797-22845.6 tok/s and fits up to 1996k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~188-228.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1996k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.