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Can the Intel Gaudi 3 run HiFi - NN?
Yes — here's how fast and up to what context, with real measured numbers.
HiFi - NN on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1774k | 357666.7-444000 t/s | ~3866.7-4800 (slow) |
| Q8 | yes | 1774k | 715333.3-888000 t/s | ~7733.3-9600 (slow) |
| Q4 | yes | 1774k | 1277381-1585714.3 t/s | ~13809.5-17142.9 (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 HiFi - NN?▶
Yes. At Q4 it generates ~1277381-1585714.3 tok/s and fits up to 1774k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13809.5-17142.9 tok/s.
How much context fits?▶
At Q4, up to about 1774k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.