From f2ad5f58c8047088b64560fd0164163a298f459f Mon Sep 17 00:00:00 2001 From: Owain Davies <116417456+OTheDev@users.noreply.github.com> Date: Sat, 18 Mar 2023 17:00:36 +0700 Subject: [PATCH] Fix typo in `techniques_to_improve_reliability.md` --- techniques_to_improve_reliability.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/techniques_to_improve_reliability.md b/techniques_to_improve_reliability.md index 979b4118..828a97f3 100644 --- a/techniques_to_improve_reliability.md +++ b/techniques_to_improve_reliability.md @@ -201,7 +201,7 @@ Although the `Let's think step by step` trick works well on math problems, it's To learn more, read the [full paper](https://arxiv.org/abs/2205.11916). -If you apply this technique to your own tasks, don't be afraid to experiment with customizing the instruction. `Let's think step by step` is rather generic, so you may find better performance with instructions that hew to a stricter format customized to your use case. For example, if you were you can try more structured variants like `First, think step by step about why X might be true. Second, think step by step about why Y might be true. Third, think step by step about whether X or Y makes more sense.`. And you can even give the model an example format to help keep it on track, e.g.: +If you apply this technique to your own tasks, don't be afraid to experiment with customizing the instruction. `Let's think step by step` is rather generic, so you may find better performance with instructions that hew to a stricter format customized to your use case. For example, you can try more structured variants like `First, think step by step about why X might be true. Second, think step by step about why Y might be true. Third, think step by step about whether X or Y makes more sense.`. And you can even give the model an example format to help keep it on track, e.g.: ```text-davinci-002 Using the IRS guidance below, answer the following questions using this format: