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// RUN — FITS
Can the Huawei Ascend 950DT run Bonsai 27B?
Yes — here's how fast and up to what context, with real measured numbers.
Bonsai 27B on the Huawei Ascend 950DT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 294k | 48.1-58.5 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 397k | 96.3-117 t/s | ~1-1.2 (slow) |
| Q4 | yes | 442k | 172-209 t/s | ~1.7-2.1 (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 Bonsai 27B?▶
Yes. At Q4 it generates ~172-209 tok/s and fits up to 442k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.7-2.1 tok/s.
How much context fits?▶
At Q4, up to about 442k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.