Promptology. Season 2. Part 6.2.

Why LLMs write monotonously and how to fix it #2

Let's keep going. creativity talk. We need to realize that we need super creativity only in individual results. For example, when there are several correct answers, and LLM tries to always cram the same one (for example, for the question «Name the state of the USA» the direct prompt always gives California and Texas, while VS gives a much more even distribution).

VS generate more human and realistic dialogs, approaching the quality of specialized, pre-trained models for this purpose. So it can be used in expert content inserts (discussed in season 1 of Promptology), in generating reviews, in generating creative intros, conclusions, reviews. You can come up with a lot of things.

After all, you can improve content humanizer.

In general, I realized this idea in the following way. In the prompt preset block I wrote this (in fact it is a subroutine)

[Creativity rules for some content]
0.6 Write creative and out-of-the-box content as requested from the prompt (self-prompting is prohibited)
0.6.1. Mentally generate 5 different content choices. Choose random samples from [full distribution / tails of the distribution so that the probability of each answer is less than 0.10]
0.6.2 From these 5 mental choices, choose one random choice.
0.6.3 Return to the main prompt loop ONLY with a single arbitrary content option selected.
[End of creativity rules for some content]

Now in the further body of the prompt, in subsequent steps, I refer to this subroutine if I need a creative piece of content.

Let's say I want a creative intro.

4.28. Write an introduction [ here is how and what to write], strictly following rule 0.6.(creativity for some content).

Or I want to do some creative expert opinions

4.55. Write 2-3 expert opinions on behalf of XXXXX, strictly following rule 0.6.(creativity for some content).

Well, or you can completely generate all the text creatively if that's what's required for you (songs, stories, letters and so on).

Use it.

PS:
There's a dude who used that study to release prompt book and sells it for 40 bucks.

I'm going to write a book on prompts too, but not as cheesy as the dude's.