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Published at November 29

A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models

cs.CL

cs.AI

cs.LG

Released Date: November 29, 2024

Authors: Yanxi Chen¹, Xuchen Pan¹, Yaliang Li¹, Bolin Ding¹, Jingren Zhou¹

Aff.: ¹Alibaba Group

Arxiv: http://arxiv.org/pdf/2411.19477v1

⬇ % System prompt Your task is to answer the question provided by the user via step-by-step reasoning. % User prompt # Question {question} # Output Format “‘ <reason>your step-by-step reasoning proecss</reason> <answer>final answer: **The answer is [X]**</answer> “‘