🔌
New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
// RUN — FITS
Can the Intel Gaudi 3 run DeBERTa?
Yes — here's how fast and up to what context, with real measured numbers.
DeBERTa on the Intel Gaudi 3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1728k | 715.3-888 t/s | ~7.7-9.6 (slow) |
| Q8 | yes | 1751k | 1430.7-1776 t/s | ~15.5-19.2 (slow) |
| Q4 | yes | 1761k | 2554.8-3171.4 t/s | ~27.6-34.3 (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 DeBERTa?▶
Yes. At Q4 it generates ~2554.8-3171.4 tok/s and fits up to 1761k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~27.6-34.3 tok/s.
How much context fits?▶
At Q4, up to about 1761k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.