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Multi-task Language Understanding

The test covers 57 tasks including elementary mathematics, US history, computer science, law, and more. https://arxiv.org/pdf/2009.03300.pdf

Papers

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Showing 1–10 of 57 papers

Title	Date	Tasks	Status	Hype	Score
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning	Jan 22, 2025	Mathematical ReasoningMulti-task Language Understanding	CodeCode Available	15	5
Llama 2: Open Foundation and Fine-Tuned Chat Models	Jul 18, 2023	Arithmetic Reasoning	CodeCode Available	8	5
LLaMA: Open and Efficient Foundation Language Models	Feb 27, 2023	Arithmetic ReasoningCode Generation	CodeCode Available	7	5
Mistral 7B	Oct 10, 2023	answerability predictionArithmetic Reasoning	CodeCode Available	6	5
Training Compute-Optimal Large Language Models	Mar 29, 2022	AnachronismsAnalogical Similarity	CodeCode Available	6	5
GPT-4 Technical Report	Mar 15, 2023	answerability predictionArithmetic Reasoning	CodeCode Available	6	5
GLM-130B: An Open Bilingual Pre-trained Model	Oct 5, 2022	Language ModelingLanguage Modelling	CodeCode Available	6	5
The Llama 3 Herd of Models	Jul 31, 2024	answerability predictionLanguage Modeling	CodeCode Available	4	5
Galactica: A Large Language Model for Science	Nov 16, 2022	AnachronismsBias Detection	CodeCode Available	4	5
Mixtral of Experts	Jan 8, 2024	Code GenerationCommon Sense Reasoning	CodeCode Available	4	5

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