DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Benchmark Model Rank Results
math-word-problem-solving-on-mathDeepSeekMATH-RL-7B (w/ code, greedy decoding)#57Accuracy: 58.8Parameters (Billions): 7
math-word-problem-solving-on-mathDeepSeekMATH-RL-7B (greedy decoding)#80Accuracy: 51.7Parameters (Billions): 7
arithmetic-reasoning-on-gsm8kDeepSeekMATH-RL-7B#92Accuracy: 88.2Parameters (Billion): 7