// RUN โ€” FITS

Can the Huawei Ascend 950DT run ALiBi (L=3072, Lvalid = 3072)?

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

ALiBi (L=3072, Lvalid = 3072) on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 1959k 1000-1215.4 t/s ~10-12.2 (slow)
Q8 yes 1979k 2000-2430.8 t/s ~20-24.3 (slow)
Q4 yes 1987k 3571.4-4340.7 t/s ~35.7-43.4 (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 ALiBi (L=3072, Lvalid = 3072)?โ–ถ

Yes. At Q4 it generates ~3571.4-4340.7 tok/s and fits up to 1987k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~35.7-43.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1987k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.