The final cost may vary and depends on the chosen implementation:
- few-shot learning requires providing a number of examples in the prompt making it longer
- different capabilities emerge at a different scale - it's hard to tell which will suit your needs without running some tests first
- if subsequent requests are based on previous model responses, the errors compound, so it is better to use the most powerful model, e.g. when building sophisticated autonomous agents
We DO know how those models work!
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