OpenAI's GPT guide document recently revealed six techniques for better use of language models.
There are detailed examples in the original text, but the gist, as always, is 'give detailed and precise instructions.'
Things to think about
How can we use GPT models more effectively?
Can providing references really improve GPT's performance?
How can we effectively combine external tools with GPT?
1.
Write clear instructions: GPT models can’t guess a user’s intent, so you need to provide clear instructions.
2.
Provide references: It is recommended to provide references to avoid GPT models from providing incorrect information.
3.
Simplify complex tasks: Complex tasks should be broken down into simpler subtasks.
4.
Give it time to ‘think’: Giving the GPT model enough time will result in more accurate answers.
5.
Use external tools: Other tools can be used to complement the weaknesses of GPT.
6.
Systematically test changes: Systematically test changes to measure and improve performance.
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