Tips for improving the accuracy of working with language models

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19.1

How to improve accuracy when working with language models?

Simple example: When requesting a complex social security calculation, it is advisable to add the phrase "Solve step-by-step." Instead of receiving a final number that might be incorrect, the model shows all the arithmetic calculation steps. This allows you to review the logic and ensure the result is correct. Another tip is to define in the model's permanent instructions: "Always present answers in a table with a source column and a conclusion column." Such a definition saves the need to request data reordering for every question and ensures consistent, organized, and easy-to-read information every workday.

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