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// RUN — FITS
Can the Intel Gaudi 3 run OpenReasoning-Nemotron-32B?
Yes — here's how fast and up to what context, with real measured numbers.
OpenReasoning-Nemotron-32B on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 199k | 33.5-41.6 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 321k | 67.1-83.3 t/s | ~0.7-0.9 (slow) |
| Q4 | yes | 375k | 119.8-148.7 t/s | ~1.3-1.6 (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 OpenReasoning-Nemotron-32B?▶
Yes. At Q4 it generates ~119.8-148.7 tok/s and fits up to 375k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.6 tok/s.
How much context fits?▶
At Q4, up to about 375k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.