Understanding DeepSeek-R1: Reasoning Capabilities Through Reinforcement Learning
DeepSeek-R1, a series of models from DeepSeek that reimagines how LLMs learn to reason. By leveraging reinforcement learning (RL) as the primary driver of capability improvement — rather than a supplementary tool — DeepSeek-R1 demonstrates that models can self-evolve sophisticated reasoning strategies without extensive human guidance.
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