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// RUN — FITS
Can the Intel Gaudi 3 run Nemotron-H 56B?
Yes — here's how fast and up to what context, with real measured numbers.
Nemotron-H 56B on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 13k | 19.2-23.8 t/s | ~0.2-0.3 (slow) |
| Q8 | yes | 184k | 38.3-47.6 t/s | ~0.4-0.5 (slow) |
| Q4 | yes | 259k | 68.4-84.9 t/s | ~0.7-0.9 (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 Intel Gaudi 3 run Nemotron-H 56B?▶
Yes. At Q4 it generates ~68.4-84.9 tok/s and fits up to 259k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.7-0.9 tok/s.
How much context fits?▶
At Q4, up to about 259k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.