Openmath Mistral 7B V0.1 Hf
The OpenMath model solves mathematical problems by combining textual reasoning with Python interpreter-executed code blocks, fine-tuned based on Mistral-7B-v0.1
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Release Time : 2/6/2024
Model Overview
The OpenMath model is specifically designed for solving mathematical problems, combining textual reasoning with Python code execution capabilities. It is trained on the OpenMathInstruct-1 dataset, which contains 1.8 million math problem-solution pairs
Model Features
Mathematical Problem Solving
Combines textual reasoning with Python code execution to solve complex mathematical problems
Large-scale Training Data
Trained on the OpenMathInstruct-1 dataset containing 1.8 million math problem-solution pairs
High Performance
Excellent performance on GSM8K and MATH benchmarks, supports majority voting to improve accuracy
Model Capabilities
Mathematical Problem Solving
Python Code Generation and Execution
Mathematical Reasoning
Text Generation
Use Cases
Education
Math Tutoring
Helps students understand and solve mathematical problems
Achieved 80.2% accuracy on the GSM8K test set
Research
Mathematical Problem Research
Assists researchers in exploring complex mathematical problems
Achieved 44.5% accuracy on the MATH test set
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