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Co-authored-by: Chris Hallacy <hallacy-openai@users.noreply.huggingface.co>

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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ # Image files - uncompressed
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README.md ADDED
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+ ---
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+ task_categories:
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+ - question-answering
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: test
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+ path: test/*.csv
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+ - config_name: AR_XY
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+ data_files:
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+ - split: test
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+ path: test/mmlu_AR-XY.csv
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+ - config_name: BN_BD
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+ data_files:
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+ - split: test
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+ path: test/mmlu_BN-BD.csv
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+ - config_name: DE_DE
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+ data_files:
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+ - split: test
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+ path: test/mmlu_DE-DE.csv
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+ - config_name: ES_LA
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+ data_files:
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+ - split: test
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+ path: test/mmlu_ES-LA.csv
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+ - config_name: FR_FR
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+ data_files:
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+ - split: test
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+ path: test/mmlu_FR-FR.csv
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+ - config_name: HI_IN
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+ data_files:
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+ - split: test
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+ path: test/mmlu_HI-IN.csv
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+ - config_name: ID_ID
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+ data_files:
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+ - split: test
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+ path: test/mmlu_ID-ID.csv
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+ - config_name: IT_IT
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+ data_files:
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+ - split: test
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+ path: test/mmlu_IT-IT.csv
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+ - config_name: JA_JP
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+ data_files:
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+ - split: test
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+ path: test/mmlu_JA-JP.csv
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+ - config_name: KO_KR
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+ data_files:
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+ - split: test
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+ path: test/mmlu_KO-KR.csv
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+ - config_name: PT_BR
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+ data_files:
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+ - split: test
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+ path: test/mmlu_PT-BR.csv
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+ - config_name: SW_KE
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+ data_files:
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+ - split: test
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+ path: test/mmlu_SW-KE.csv
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+ - config_name: YO_NG
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+ data_files:
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+ - split: test
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+ path: test/mmlu_YO-NG.csv
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+ - config_name: ZH_CN
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+ data_files:
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+ - split: test
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+ path: test/mmlu_ZH-CN.csv
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+ language:
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+ - ar
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+ - bn
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+ - de
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+ - es
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+ - fr
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+ - hi
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+ - id
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+ - it
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+ - ja
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+ - ko
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+ - pt
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+ - sw
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+ - yo
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+ - zh
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+ license: mit
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+ ---
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+
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+ # Multilingual Massive Multitask Language Understanding (MMMLU)
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+
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+ The MMLU is a widely recognized benchmark of general knowledge attained by AI models. It covers a broad range of topics from 57 different categories, covering elementary-level knowledge up to advanced professional subjects like law, physics, history, and computer science.
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+ We translated the MMLU’s test set into 14 languages using professional human translators. Relying on human translators for this evaluation increases confidence in the accuracy of the translations, especially for low-resource languages like Yoruba. We are publishing the professional human translations and the code we use to run the evaluations.
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+ This effort reflects our commitment to improving the multilingual capabilities of AI models, ensuring they perform accurately across languages, particularly for underrepresented communities. By prioritizing high-quality translations, we aim to make AI technology more inclusive and effective for users worldwide.
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+
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+ ## Locales
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+
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+ MMMLU contains the MMLU test set translated into the following locales:
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+ * AR_XY (Arabic)
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+ * BN_BD (Bengali)
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+ * DE_DE (German)
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+ * ES_LA (Spanish)
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+ * FR_FR (French)
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+ * HI_IN (Hindi)
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+ * ID_ID (Indonesian)
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+ * IT_IT (Italian)
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+ * JA_JP (Japanese)
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+ * KO_KR (Korean)
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+ * PT_BR (Brazilian Portuguese)
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+ * SW_KE (Swahili)
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+ * YO_NG (Yoruba)
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+ * ZH_CN (Simplified Chinese)
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+
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+ ## Sources
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+
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+ Hendrycks, D., Burns, C., Kadavath, S., Arora, A., Basart, S., Tang, E., Song, D., & Steinhardt, J. (2021). [*Measuring Massive Multitask Language Understanding*](https://arxiv.org/abs/2009.03300).
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+ [OpenAI Simple Evals GitHub Repository](https://github.com/openai/simple-evals)
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