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Llama 1B GRPO Final
GSM8K is a dataset containing 8.5K high-quality elementary school math problems, designed to evaluate models' mathematical reasoning abilities.
Downloads 437
Release Time : 1/27/2025
Model Overview
The GSM8K dataset, released by OpenAI, consists of 8,500 high-quality elementary school math problems aimed at assessing models' ability to solve mathematical problems. These problems require multi-step reasoning to solve, making them suitable for testing models' mathematical reasoning and problem-solving skills.
Model Features
High-Quality Math Problems
Includes 8,500 high-quality elementary school math problems covering various mathematical concepts and difficulty levels.
Multi-step Reasoning
Each problem requires multi-step reasoning to solve, making it ideal for evaluating models' complex reasoning abilities.
Human-Verified
All problems are manually written and verified to ensure accuracy and diversity.
Model Capabilities
Mathematical Problem Solving
Multi-step Reasoning
Understanding Mathematical Concepts
Use Cases
Education
Math Tutoring
Used to develop math tutoring tools to help students understand and solve math problems.
Enhances students' mathematical reasoning and problem-solving skills.
Model Evaluation
Used to evaluate and compare the performance of different models in solving math problems.
Helps researchers understand models' mathematical reasoning capabilities.
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