Improving Multi-step Reasoning With Deliberative Planning For LLMs
Q* framework improves multi-step reasoning for LLMs by integrating deliberative planning, allowing them to plan & execute tasks more effectively.
This is a Plain English Papers summary of a research paper called Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper, "Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning", explores a new approach to enhance the multi-step reasoning capabilities of large language models (LLMs). The key idea is to integrate a deliberative planning module with LLMs, allowing them to plan their actions and reasoning steps more effec...