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// RUN — FITS
Can the Intel Gaudi 3 run DeBERTaV3large?
Yes — here's how fast and up to what context, with real measured numbers.
DeBERTaV3large on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1761k | 2567-3186.6 t/s | ~27.8-34.4 (slow) |
| Q8 | yes | 1768k | 5134-6373.2 t/s | ~55.5-68.9 (slow) |
| Q4 | yes | 1770k | 9167.8-11380.7 t/s | ~99.1-123 (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 DeBERTaV3large?▶
Yes. At Q4 it generates ~9167.8-11380.7 tok/s and fits up to 1770k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~99.1-123 tok/s.
How much context fits?▶
At Q4, up to about 1770k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.