DeepSeek Reasoning Model

DeepSeek-R1 is a method to improve how language models reason. Instead of just predicting the next word like usual training, it uses reinforcement learning to reward the model for showing correct and logical reasoning steps. This makes the model better at solving math problems, logic puzzles, and complex questions. It also helps the model generalize to new reasoning tasks and makes its thought process more transparent and interpretable.