RamonKaspar/MathPrompter
MathPrompter Implementation: This repository hosts an implementation based on the 'MathPrompter: Mathematical Reasoning Using Large Language Models' paper by Microsoft Research. The code replicates the methods discussed in the paper.
This project helps evaluate how well large language models (LLMs) can solve math word problems. It takes a math problem as input and uses an LLM to generate a mathematical expression or Python code to solve it, then provides the answer. Researchers, AI developers, or anyone experimenting with LLMs for mathematical reasoning can use this.
No commits in the last 6 months.
Use this if you need to benchmark or improve an LLM's ability to understand and solve mathematical word problems, especially by guiding it to generate algebraic solutions.
Not ideal if you are looking for a ready-to-use math solver for general users, as it's designed for evaluating LLM performance rather than direct problem-solving.
Stars
13
Forks
4
Language
Python
License
MIT
Category
Last pushed
Apr 12, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/RamonKaspar/MathPrompter"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
genlm/genlm-control
Controlled text generation with programmable constraints
Intelligent-CAT-Lab/AlphaTrans
Artifact repository for the paper "AlphaTrans: A Neuro-Symbolic Compositional Approach for...
madaan/self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process...
PCI-ORG/PCI-Personnel
Policy Change Index for Personnel (PCI-Personnel)
gokmengokhan/deo-llm-reframing
Replication materials: Testing Distance-Engagement Oscillation as a prompting framework for...