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 muSIMP programming language which is built on top of a LISP dialect called muLISP .

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 integrated math reasoning dataset called MuMath-Code-Data.

3 天之前 · In this work, we firstly include new math questions via **mu**lti-perspective data augmenting methods and then synthesize **code**-nested solutions to them. The open LLMs (e.g., Llama-2) are finetuned on the augmented dataset to get the resulting models, **MuMath-Code** (𝜇-Math-Code).

MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models Introduction We have amalgamated and further refined these strengths while broadening the scope of augmentation methods to construct a multi-perspective augmentation dataset for mathematics—termed MuMath (μ-Math) Dataset .

2024年5月13日 · 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., Llama-2) are finetuned on the augmented dataset to get the resulting models, MuMath-Code (μ …

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 expression doesn’t fit the 25x80 DOS screen, an horizontal/vertical scrolling is activated.

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 registry using mumath.

2025年3月17日 · 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 .We release the MuMath dataset along with its corresponding models and code for public use.

Set of practical math utils to shorten code. round(value, step?) Rounds value to optional step. Return length of a vector. Get precision from float: Return value clamped by left/right limits (or …

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 learning math harder for some children than others?" and "What are the critical skills that predict success in high school algebra?"