New AI Method Boosts Language Model Problem-Solving Skills
BOLT technique improves language model's step-by-step problem solving without extra training. Works by bootstrapping & refining chains of thought for better performance.
This is a Plain English Papers summary of a research paper called New AI Method Makes Language Models Better at Step-by-Step Problem Solving Without Extra Training. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview A novel technique called BOLT to help language models produce better reasoning chains Improves language model ability to solve complex problems step-by-step Does not require model distillation or additional training Works by bootstrapping and iteratively refining chains of thought Achieves better performance than previous c...