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a wide array of tasks. In prompt-tuning, we guide the assistant by providing specific prompts or instructions for different tasks. There are two key flavors to prompt-tuning: Few-Shot Prompting: In this approach, the model learns how to respond to certain tasks by presenting it with a few examples.