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Deploying a bilingual LLM on AI Runtime

Pick a base model, attach an Arabic adapter, evaluate on the bilingual eval set and ship to a sovereign endpoint.

AI PracticeMay 28, 202612 min read9,310
AI Runtime supports first-class deployment of bilingual models behind sovereign endpoints. This article covers model selection, Arabic adapter loading, evaluation against the bilingual eval suite, and the cost/latency tradeoffs across the GPU pool tiers.