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Can the Intel Gaudi 3 run Stable LM 2 12B?
Yes โ here's how fast and up to what context, with real measured numbers.
Stable LM 2 12B on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 561k | 88.4-109.7 t/s | ~1-1.2 (slow) |
| Q8 | yes | 635k | 176.7-219.4 t/s | ~1.9-2.4 (slow) |
| Q4 | yes | 668k | 315.6-391.7 t/s | ~3.4-4.2 (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 Stable LM 2 12B?โถ
Yes. At Q4 it generates ~315.6-391.7 tok/s and fits up to 668k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.2 tok/s.
How much context fits?โถ
At Q4, up to about 668k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.