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Can the Intel Gaudi 3 run CodeT5-large?
Yes โ here's how fast and up to what context, with real measured numbers.
CodeT5-large on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1750k | 1393.5-1729.9 t/s | ~15.1-18.7 (slow) |
| Q8 | yes | 1762k | 2787-3459.7 t/s | ~30.1-37.4 (slow) |
| Q4 | yes | 1767k | 4976.8-6178.1 t/s | ~53.8-66.8 (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 CodeT5-large?โถ
Yes. At Q4 it generates ~4976.8-6178.1 tok/s and fits up to 1767k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~53.8-66.8 tok/s.
How much context fits?โถ
At Q4, up to about 1767k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.