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Bookmark or Share- Papers with Code - MMLU DatasetMMLU (Massive Multitask Language Understanding) is a new benchmark designed to measure knowledge acquired during pretraining by evaluating models exclusively in zero-shot and few-shot settings. This makes the benchmark more challenging and more similar to how we evaluate humans.
- Multi-task Language Understanding - Papers With CodeThe current state-of-the-art on MMLU is Gemini Ultra ~1760B. See a full comparison of 115 papers with code.
- cais/mmlu · Datasets at Hugging FaceFind the product of the given polynomials in the given polynomial ring. f (x) = 4x - 5, g (x) = 2x^2 - 4x + 2 in Z_8 [x]. Statement 1 | If a group has an element of order 15 it must have at least 8 elements of order 15. Statement 2 | If a group has more than 8 elements of order 15, it must have at least 16 elements of order 15.
- [2009.03300] Measuring Massive Multitask Language Understanding - arXiv.orgWe propose a new test to measure a text model's multitask accuracy. The test covers 57 tasks including elementary mathematics, US history, computer science, law, and more. To attain high accuracy on this test, models must possess extensive world knowledge and problem solving ability.
- MMLU - WikipediaThe following examples are taken from the "Abstract Algebra" and "International Law" tasks, respectively. [3]The correct answers are marked in boldface: Find all in such that [] / (+) is a field. (A) 0 (B) 1 (C) 2 (D) 3 . Would a reservation to the definition of torture in the ICCPR be acceptable in contemporary practice? (A) This is an acceptable reservation if the reserving country’s ...
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