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// RUN — FITS
Can the NVIDIA H200 run Gemma 3 QAT 1B?
Yes — here's how fast and up to what context, with real measured numbers.
Gemma 3 QAT 1B on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1926k | 1752-2088 t/s | ~14.6-17.4 (slow) |
| Q8 | yes | 1941k | 3504-4176 t/s | ~29.2-34.8 (slow) |
| Q4 | yes | 1948k | 6257.1-7457.1 t/s | ~52.1-62.1 (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 Gemma 3 QAT 1B?▶
Yes. At Q4 it generates ~6257.1-7457.1 tok/s and fits up to 1948k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~52.1-62.1 tok/s.
How much context fits?▶
At Q4, up to about 1948k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.