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// RUN — FITS
Can the NVIDIA H200 run OmniGen?
Yes — here's how fast and up to what context, with real measured numbers.
OmniGen on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1841k | 461.1-549.5 t/s | ~3.8-4.6 (slow) |
| Q8 | yes | 1898k | 922.1-1098.9 t/s | ~7.7-9.2 (slow) |
| Q4 | yes | 1924k | 1646.6-1962.4 t/s | ~13.7-16.4 (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 NVIDIA H200 run OmniGen?▶
Yes. At Q4 it generates ~1646.6-1962.4 tok/s and fits up to 1924k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13.7-16.4 tok/s.
How much context fits?▶
At Q4, up to about 1924k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.