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// RUN — FITS
Can the NVIDIA H200 run gpt-oss-20b?
Yes — here's how fast and up to what context, with real measured numbers.
gpt-oss-20b on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 330k | 83.8-99.9 t/s | ~0.7-0.8 (slow) |
| Q8 | yes | 409k | 167.6-199.7 t/s | ~1.4-1.7 (slow) |
| Q4 | yes | 444k | 299.2-356.6 t/s | ~2.5-3 (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 gpt-oss-20b?▶
Yes. At Q4 it generates ~299.2-356.6 tok/s and fits up to 444k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.5-3 tok/s.
How much context fits?▶
At Q4, up to about 444k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.