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Can the Intel Gaudi 3 run InternVL2-40B?
Yes โ here's how fast and up to what context, with real measured numbers.
InternVL2-40B on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 110k | 26.8-33.2 t/s | ~0.3-0.4 (slow) |
| Q8 | yes | 232k | 53.5-66.4 t/s | ~0.6-0.7 (slow) |
| Q4 | yes | 286k | 95.6-118.6 t/s | ~1-1.3 (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 InternVL2-40B?โถ
Yes. At Q4 it generates ~95.6-118.6 tok/s and fits up to 286k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1-1.3 tok/s.
How much context fits?โถ
At Q4, up to about 286k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.