TECHNOLOGY

Multilingual inference

Inference efficiency varies substantially across scripts and languages. We optimise the serving stack so multilingual workloads do not pay a disproportionate penalty.

01

Tokenisation and caching

Tokenisation overhead differs by script. Prefix caching and language-aware batching reduce repeated work for CJK and Arabic requests.

02

Quantisation and serving

Low-precision formats and disaggregated prefill/decode scheduling are applied where they preserve the required output quality.

03

Measured, not asserted

Results are described through reproducible benchmark methodology in technical documentation. This website does not publish unverified performance numbers.

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