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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 26–50 of 57 papers

TitleStatusHype
Mistral 7BCode6
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLUCode1
Are Human-generated Demonstrations Necessary for In-context Learning?Code1
Textbooks Are All You Need II: phi-1.5 technical reportCode0
Llama 2: Open Foundation and Fine-Tuned Chat ModelsCode8
Model Card and Evaluations for Claude Models—0
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning—0
MERGE: Fast Private Text GenerationCode0
PaLM 2 Technical ReportCode0
BloombergGPT: A Large Language Model for FinanceCode0
GPT-4 Technical ReportCode6
LLaMA: Open and Efficient Foundation Language ModelsCode7
REPLUG: Retrieval-Augmented Black-Box Language ModelsCode3
Galactica: A Large Language Model for ScienceCode4
Scaling Instruction-Finetuned Language ModelsCode3
Transcending Scaling Laws with 0.1% Extra Compute—0
GLM-130B: An Open Bilingual Pre-trained ModelCode6
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
Solving Quantitative Reasoning Problems with Language ModelsCode2
UL2: Unifying Language Learning ParadigmsCode1
GPT-NeoX-20B: An Open-Source Autoregressive Language ModelCode1
PaLM: Scaling Language Modeling with PathwaysCode2
Training Compute-Optimal Large Language ModelsCode6
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Merging Models with Fisher-Weighted AveragingCode1
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