Tag: optimal sampling ratios

Scaling Multilingual LLMs: The Data Balance and Coverage Guide

Scaling Multilingual LLMs: The Data Balance and Coverage Guide

Discover how optimal data balance and coverage transform multilingual LLM scaling. Learn why proportional sampling fails low-resource languages and how new scaling laws save millions in compute costs.

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