This document explores the innovative approaches taken with DeepSeek-R1, focusing on enhancing reasoning capabilities through large-scale reinforcement learning. The findings reveal how both DeepSeek-R1-Zero and DeepSeek-R1 models achieve remarkable performance in reasoning tasks by leveraging reinforcement learning strategies without relying on supervised methods, positioning these models at the forefront of AI advancements.
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