Why deepseek R1 is important? What make it special?
DeepSeek R1 is a groundbreaking AI model that has garnered significant attention due to its innovative approach, cost-efficiency, and performance. Below are the key reasons why DeepSeek R1 is important and what makes it special: Innovative Use of Reinforcement Learning (RL) Pure RL Training: DeepSeek R1-Zero, a precursor to DeepSeek R1, was trained using pure reinforcement learning (RL) without any supervised fine-tuning (SFT). This approach allowed the model to self-evolve and develop advanced reasoning capabilities, such as self-verification and long-chain reasoning, purely through trial and error Group Relative Policy Optimization (GRPO): The model employs GRPO, a novel RL algorithm that reduces computational costs by eliminating the need for a critic model. Instead, it uses group-based rewards to optimize the model, making the training process more efficient Exceptional Reasoning Capabilities ...