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Best of Machine Learning
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Typically, research papers and leaderboards only report the overall score on Measuring Massive Multitask Language Understanding (MMLU) and not per task performance. Hugging Face recently released detailed evaluation data that includes per task performance. I made a sortable leaderboard here https://huggingface.co/spaces/CoreyMorris/MMLU-by-task-Leaderboard . You can also make custom scatter plots on the site so you can explore the relationship between parameter count and performance.
There's unfortunately not much to read here yet...
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