Also known as: Chain of thought Prompting
Промптинг с цепочкой рассуждений — техника prompt engineering, которая просит языковую модель пошагово разобрать задачу перед выдачей ответа. Она часто используется для задач, связанных с рассуждением, вычислением, планированием или сложным принятием решений, хотя видимое объяснение может не полностью отражать внутреннюю обработку модели.
A prompt engineering technique that encourages a large language model (LLM) to explain its reasoning, step by step. For example, consider the following prompt, paying particular attention to the second sentence: How many g forces would a driver experience in a car that goes from 0 to 60 miles per hour in 7 seconds? In the answer, show all relevant calculations. The LLM's response would likely: - Show a sequence of physics formulas, plugging in the values 0, 60, and 7 in appropriate places. - Explain why it chose those formulas and what the various variables mean. Chain-of-thought prompting forces the LLM to perform all the calculations, which might lead to a more correct answer. In addition, chain-of-thought prompting enables the user to examine the LLM's steps to determine whether or not the answer makes sense.