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Can the NVIDIA H200 run BART-IT?
Yes — here's how fast and up to what context, with real measured numbers.
BART-IT on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1952k | 12514.3-14914.3 t/s | ~104.3-124.3 (slow) |
| Q8 | yes | 1954k | 25028.6-29828.6 t/s | ~208.6-248.6 (slow) |
| Q4 | yes | 1955k | 44693.9-53265.3 t/s | ~372.4-443.9 (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 BART-IT?▶
Yes. At Q4 it generates ~44693.9-53265.3 tok/s and fits up to 1955k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~372.4-443.9 tok/s.
How much context fits?▶
At Q4, up to about 1955k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.