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How to Evaluate Multilingual LLMs With Global-MMLU

  • LLMs are typically evaluated against a large number of benchmarks, most of which are in English only.
  • For multilingual models, it is rare to find evaluation metrics for every specific language in the training data.
  • In this article, the author suggests using the Global-MMLU dataset for evaluating multilingual LLMs.
  • The Global-MMLU dataset allows for evaluation using the MMLU benchmark in the language of choice.

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