• Thinking LLMs

  • Oct 18 2024
  • Length: 20 mins
  • Podcast

Thinking LLMs

Listen for free

View show details

  • Summary

  • 🤔 Thinking LLMs: General Instruction Following with Thought Generation

    This research paper explores the concept of "Thinking LLMs," or large language models that can generate internal thoughts before responding to user prompts. The authors propose a training method called Thought Preference Optimization (TPO) which uses an iterative process to encourage LLMs to develop thinking abilities. TPO leverages an existing judge model that evaluates responses, implicitly guiding the model to improve its thoughts based on the quality of the resulting responses. The study demonstrates that Thinking LLMs can outperform standard LLMs on various general instruction-following tasks, including those not typically associated with reasoning, such as marketing and health. The research highlights the potential for Thinking LLMs to expand the capabilities of these models beyond traditional reasoning and problem-solving domains.

    📎 Link to paper
    Show more Show less
Show more Show less
activate_Holiday_promo_in_buybox_DT_T2

What listeners say about Thinking LLMs

Average customer ratings

Reviews - Please select the tabs below to change the source of reviews.

Audible.com reviews

Amazon reviews
No Reviews are Available