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// RUN — FITS
Can the NVIDIA H200 run Ovis1.6-Gemma2-27B?
Yes — here's how fast and up to what context, with real measured numbers.
Ovis1.6-Gemma2-27B on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 269k | 60.6-72.2 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 379k | 121.2-144.5 t/s | ~1-1.2 (slow) |
| Q4 | yes | 427k | 216.5-258 t/s | ~1.8-2.2 (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 Ovis1.6-Gemma2-27B?▶
Yes. At Q4 it generates ~216.5-258 tok/s and fits up to 427k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.8-2.2 tok/s.
How much context fits?▶
At Q4, up to about 427k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.