Step-by-step articles on Fine-Tuning & Small Models, part of our Generative AI collection.
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Use prompting first, add retrieval when the model needs facts it does not have, and fine-tune when you need a consistent behaviour, format or cost profile that prompting cannot deliver. The three techniques solve different problems, and many production systems...
Fine-tuning means continuing the training of an already pretrained model on your own examples so that its weights change and it behaves the way you want by default. Instead of describing the behaviour in a prompt every time, you show the model hundreds or thou...
