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Can the Intel Gaudi 3 run GTE-ModernColBERT-v1?
Yes — here's how fast and up to what context, with real measured numbers.
GTE-ModernColBERT-v1 on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1769k | 7201.3-8939.6 t/s | ~77.9-96.6 (slow) |
| Q8 | yes | 1772k | 14402.7-17879.2 t/s | ~155.7-193.3 (slow) |
| Q4 | yes | 1773k | 25719.1-31927.1 t/s | ~278-345.2 (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 GTE-ModernColBERT-v1?▶
Yes. At Q4 it generates ~25719.1-31927.1 tok/s and fits up to 1773k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~278-345.2 tok/s.
How much context fits?▶
At Q4, up to about 1773k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.