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Can the Huawei Ascend 950DT run GBERT-Large?
Yes — here's how fast and up to what context, with real measured numbers.
GBERT-Large on the Huawei Ascend 950DT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1988k | 3880.6-4716.4 t/s | ~38.8-47.2 (slow) |
| Q8 | yes | 1993k | 7761.2-9432.8 t/s | ~77.6-94.3 (slow) |
| Q4 | yes | 1996k | 13859.3-16844.3 t/s | ~138.6-168.4 (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 GBERT-Large?▶
Yes. At Q4 it generates ~13859.3-16844.3 tok/s and fits up to 1996k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~138.6-168.4 tok/s.
How much context fits?▶
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.