// RUN โ€” FITS

Can the Huawei Ascend 950DT run GLM-Z1-Rumination-32B-0414?

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

GLM-Z1-Rumination-32B-0414 on the Huawei Ascend 950DT

QuantFits?Max contextSpeedBeyond context
FP16 yes 256k 40.6-49.4 t/s ~0.4-0.5 (slow)
Q8 yes 378k 81.3-98.8 t/s ~0.8-1 (slow)
Q4 yes 431k 145.1-176.3 t/s ~1.5-1.8 (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 GLM-Z1-Rumination-32B-0414?โ–ถ

Yes. At Q4 it generates ~145.1-176.3 tok/s and fits up to 431k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.5-1.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 431k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.