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countalabs t1_jdibk1j wrote

Reply to comment by iamspro in [N] ChatGPT plugins by Singularian2501

The "fine tuning" in OpenAI API can be few-shots. The other approach of putting the instruction or example in context should be called zero-shots.

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iamspro t1_jdj4wzl wrote

Fine-tuning is distinct afaik... using OpenAI's language for it[1]:

zero-shot: no examples in the prompt, just an input (and/or instruction)

few-shot: one or more examples of input+output in the prompt, plus new input

fine-tuning: updating the model with examples (which can then be used with zero- or few-shot as you wish)

[1] https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-openai-api (part 5)

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