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Can the Intel Gaudi 3 run RMBG v2.0?
Yes — here's how fast and up to what context, with real measured numbers.
RMBG v2.0 on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1767k | 4855.2-6027.1 t/s | ~52.5-65.2 (slow) |
| Q8 | yes | 1771k | 9710.4-12054.3 t/s | ~105-130.3 (slow) |
| Q4 | yes | 1772k | 17340-21525.5 t/s | ~187.5-232.7 (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 RMBG v2.0?▶
Yes. At Q4 it generates ~17340-21525.5 tok/s and fits up to 1772k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~187.5-232.7 tok/s.
How much context fits?▶
At Q4, up to about 1772k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.