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Can the NVIDIA B200 run 30B-Lazarus?
Yes โ here's how fast and up to what context, with real measured numbers.
30B-Lazarus on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 439k | 97.3-116 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 554k | 194.7-232 t/s | ~1-1.2 (slow) |
| Q4 | yes | 604k | 347.6-414.3 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 NVIDIA B200 run 30B-Lazarus?โถ
Yes. At Q4 it generates ~347.6-414.3 tok/s and fits up to 604k 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?โถ
At Q4, up to about 604k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.