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and (8), primer (7), https (4), ought (4), org (4), 2022 (4), for (3), the (3), this (3), factored (3), cognition (3), language (3), book (3), documentation (2), llms (2), txt (2), markdown (2), are (2), available (2), page (2), how (2), models (2), about (2), reasoning (2), cite (2), stuhlmüller (2), reppert (2), stebbing (2), complete, index, see, versions, pages, appending, urls, readme, you, learn, amplify, like, gpt, through, recursive, question, answering, debate, reason, long, texts, combining, search, generation, run, decompositions, quickly, parallelizing, model, calls, build, human, loop, agents, use, verification, answers, steps, improve, responses, more, focuses, techniques, that, likely, remain, relevant, better, please, code, overflow, wrap, retrieved, december, from, endcode, bibtex, latex, misc, primer2022, author, andreas, justin, luke, title, year, howpublished, url, urldate, example, decomposition, papers,


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for the complete documentation index see llms txt https primer ought org llms txt markdown versions of documentation pages are available by appending md to page urls this page is available as markdown https primer ought org readme md factored cognition primer you ll learn how to amplify language models like gpt 3 through recursive question answering and debate reason about long texts by combining search and generation run decompositions quickly by parallelizing language model calls build human in the loop agents use verification of answers and reasoning steps to improve responses and more example of a decomposition for reasoning about papers the book focuses on techniques that are likely to remain relevant for better language models how to cite this book please cite this book as code overflow wrap a stuhlmüller and j reppert and l stebbing 2022 factored cognition primer retrieved december 6 2022 from https primer ought org endcode bibtex latex misc primer2022 author stuhlmüller andreas and reppert justin and stebbing luke title factored cognition primer year 2022 howpublished url https primer ought org urldate 2022 12 06
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