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// RUN — FITS
Can the NVIDIA H200 run Pharia-1-LLM-7B?
Yes — here's how fast and up to what context, with real measured numbers.
Pharia-1-LLM-7B on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 871k | 248.8-296.5 t/s | ~2.1-2.5 (slow) |
| Q8 | yes | 925k | 497.6-593.1 t/s | ~4.1-4.9 (slow) |
| Q4 | yes | 948k | 888.6-1059 t/s | ~7.4-8.8 (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 Pharia-1-LLM-7B?▶
Yes. At Q4 it generates ~888.6-1059 tok/s and fits up to 948k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.4-8.8 tok/s.
How much context fits?▶
At Q4, up to about 948k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.