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// RUN — FITS
Can the NVIDIA H200 run KoGPT?
Yes — here's how fast and up to what context, with real measured numbers.
KoGPT on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 884k | 284.1-338.6 t/s | ~2.4-2.8 (slow) |
| Q8 | yes | 931k | 568.2-677.2 t/s | ~4.7-5.6 (slow) |
| Q4 | yes | 952k | 1014.7-1209.3 t/s | ~8.5-10.1 (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 H200 run KoGPT?▶
Yes. At Q4 it generates ~1014.7-1209.3 tok/s and fits up to 952k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~8.5-10.1 tok/s.
How much context fits?▶
At Q4, up to about 952k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.