ChatGLM-Math

Enhancing the Ability of Large Language Models to Solve Mathematical Problems

CommonProductProductivityMathematical Problem SolvingLarge Language Model
ChatGLM-Math is a math problem-solving model custom-designed based on a self-critical process, aimed at improving the mathematical problem-solving capabilities of large language models (LLMs). The model provides feedback signals by training a general Math-Critique model and enhances the mathematical problem-solving ability of LLMs by adopting rejection sampling refinement and direct preference optimization. It has been experimentally tested on both academic datasets and newly created challenging datasets MathUserEval, demonstrating a significant improvement in mathematical problem-solving capabilities while maintaining linguistic ability.
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Monthly Visits

488643166

Bounce Rate

37.28%

Page per Visit

5.7

Visit Duration

00:06:37

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