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// RUN — FITS
Can the NVIDIA H200 run Baichuan 1-13B?
Yes — here's how fast and up to what context, with real measured numbers.
Baichuan 1-13B on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 621k | 132.1-157.4 t/s | ~1.1-1.3 (slow) |
| Q8 | yes | 702k | 264.2-314.8 t/s | ~2.2-2.6 (slow) |
| Q4 | yes | 737k | 471.7-562.2 t/s | ~3.9-4.7 (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 Baichuan 1-13B?▶
Yes. At Q4 it generates ~471.7-562.2 tok/s and fits up to 737k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.9-4.7 tok/s.
How much context fits?▶
At Q4, up to about 737k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.