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2. MWPBENCH评测 为了全面评估LLMs的数学推理能力,研究者构建了MWPBENCH,这是一个包含十个数据集(包括GSM8K和MATH)的数学文字问题(Math Word Problems)基准测试集,涵盖了从小学到大学以及竞赛级别的数学问题。 使用MathScaleQA对开源LLMs(例如LLaMA-2和Mistral)进行微调,显著提高了它们在数学推理方面的能力。在MWPBE...
Limits, derivatives, and integrals are made manageable with our online math AI solver. Combinations Crack the code of combinations, permutations, and complex counts, ensuring no combination is too tricky. Word Problems Transform complex word problems into easy-to-solve mathematical expressions with free...
microsoft/orca-math-word-problems-200k 类型:论文;开源项目 推荐星:4 类别:数学数据集 解读 Microsoft的orca-math-word-problems-200k是一个数据集,可以用于解决数学问题。这个数据集是根据36,217个现有开源数据集中的样本数学问题创建的3。通过使用OpenAI的GPT-4模型生成问题的解答,并使用回答训练Mistral 7B变体的O...
Math Word Problems FUNbook (Grades 4-12) (eBook)
FineMath基准旨在全面评估中文LLMs的数学推理能力。该基准涵盖了小学数学中的主要关键数学概念，并进一步细分为17类数学应用题（Math Word Problems, MWPs），使得能够深入分析LLMs的数学推理能力。这些关键概念和技能包括数字与运算、代数、几何、测量、数据分析与概率、问题解决和推理等。2. 17个数学问题类别的详细介绍...
Symbolab, Making Math Simpler Word Problems Get step-by-step solutions to math word problems Worksheets Generate worksheets for various subjects and topics Graphing Plot and analyze functions and equations with detailed steps Solution steps Get step-by-step solutions for any math problem ...
A math word problem is a mathematical exercise (such as in a textbook, worksheet, or exam) where significant background information on the problem is presented in ordinary language rather than in mathematical notation. As most word problems involve a narrative of some sort, they are sometimes ...
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