DeepSeek-R1 is the latest resounding beat in the steady drumroll of AI progress. For the ML R&D community, it is a major release for reasons including: Thanks for reading Language Models & Co.! Subscribe for free to receive new posts and support my work. It is an open weights model with smaller, distilled versions and It shares and reflects upon a training method to reproduce a reasoning model lik
We introduce our first-generation reasoning models, DeepSeek-R1-Zero and DeepSeek-R1. DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without supervised fine-tuning (SFT) as a preliminary step, demonstrated remarkable performance on reasoning. With RL, DeepSeek-R1-Zero naturally emerged with numerous powerful and interesting reasoning behaviors. However, DeepSeek-R1-Z
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