muMATH is a computer algebra system developed in the late 1970s and early 1980s by Albert D. Rich and David Stoutemyer of Soft Warehouse in Honolulu, Hawaii. It is implemented in the …

MuMath-Code is a series of tool-use math reasoning LLMs, which are trained using a two-stage strategy: firstly trained on MuMath-Data, then on the proposed multi-perspective and code …

May 13, 2024 · In this work, we firstly include new math questions via multi-perspective data augmenting methods and then synthesize code-nested solutions to them. The open LLMs (i.e., …

Apr 4, 2025 · Our experiments indicate that our MuMath-70B model achieves new state-of-the-art performance among tool-free methods—achieving 88.3% on GSM8K and 34.5% on MATH …

MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models Introduction We have amalgamated and further refined these strengths while …

math, called MuMath Dataset, including data reformulation, backward creation, question alteration and nested multi-task. We conducted extensive experiments to demonstrate the effectiveness …

Practical math utils for components. Latest version: 3.3.4, last published: 8 years ago. Start using mumath in your project by running `npm i mumath`. There are 16 other projects in the npm …

FormMath is an extension for muLISP-87 (16 bits), that I implemented in 1989. It’s a formatter which displays in 2D the mathematical expressions calculated by muMATH. When the …

Dec 16, 2023 · TL;DR: Broadening the scope of augmentation methods to construct a multi-perspective augmentation dataset for mathematics, termed MuMath Dataset. Abstract: …

Welcome to the MU Math Study page. Researchers at our lab have been conducting research on learning, cognition, and mathematics skills since 1990. We study questions like "What makes …