The real strength of chatGPT 💪 “Reinforcement learning powered by human feedback”

Haebom

Jun 19, 20233y ago

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There are two main reasons why ChatGPT has drawn so much attention from people.

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First, users could directly input data and instantly get results.

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Second, this process could evolve as if having a conversation through the prompt interface.

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Here, RLHF (Reinforcement Learning from Human Feedback) was applied. Despite its unlimited scalability, this technology hasn't received much public attention.

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RLHF refers to integrating reinforcement learning and human feedback into NLP.

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It's impressive how RLHF brings reinforcement learning, once used in games and simulations, to large-scale use in a new field.

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RLHF works through three stages, each encompassing the goal, relevant intuition, and technical details.

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Looking ahead, RLHF will play an ever more critical role not only in the AI industry but across any sector where AI is implemented.

RLHF: Reinforcement Learning from Human Feedback

In literature discussing why ChatGPT is able to capture so much of our imagination, I often come across two narratives:

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