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// RUN — FITS
Can the NVIDIA RTX 6000 Ada 48GB run JIUTIAN-139MoE?
Yes — here's how fast and up to what context, with real measured numbers.
JIUTIAN-139MoE on the NVIDIA RTX 6000 Ada 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 15k | 18.1-21.5 t/s | ~0.8-0.9 (slow) |
| Q4 | yes | 80k | 32.3-38.4 t/s | ~1.3-1.6 (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 NVIDIA RTX 6000 Ada 48GB run JIUTIAN-139MoE?▶
Yes. At Q4 it generates ~32.3-38.4 tok/s and fits up to 80k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.6 tok/s.
How much context fits?▶
At Q4, up to about 80k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.