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Sometimes evaluation is easier than generation
It’s often easier to tell whether a solution is correct than to come up with it. We can use this to improve the quality of responses. As a first step, let’s use it to check the quality of responses. We’ll try two versions:
  1. 1.
    Just ask the model: Is this solution correct?
  2. 2.
    Given a list of reasoning steps, ask the model: For each step, is it correct?