This is a Plain English Papers summary of a research paper called New AI Test Shows Open-Source Models Beat GPT-4 in Foreign Languages. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- MMLU-ProX is a new benchmark for testing large language models (LLMs) across multiple languages
- Covers 57 subjects and 9 languages including English, Chinese, French, German, Japanese, Korean, Portuguese, Spanish, and Arabic
- Built upon MMLU-Pro, but extends it to non-English languages
- Reveals significant performance gaps in LLMs across different languages
- Shows open-source LLMs like Llama-3 outperforming proprietary models like GPT-4 in some non-English tests
Plain English Explanation
MMLU-ProX is a new testing system designed to see how well AI language models perform in different languages. Think of it like a standardized test for AI that goes beyond just English.
When companies claim their AI systems are "multilingual," they often don't have good ways to...
Top comments (0)