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ChatGPT Cheat Sheet

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Re: ChatGPT Cheat Sheet

#2

Post by NM_Ricky »

Happy to introduce one of the most comprehesive ChatGPT cheat sheets: a 30 pg. paper highlighting various prompts to manage ChatGPT for generating text. The document not only highlights what ChatGPT can generate but also how it can generate it! Here is the TOC:

NLP Tasks

Code

Structured Output Styles

Unstructured Output Styles

Media Types

Meta ChatGPT

Expert Prompting

Re: ChatGPT Cheat Sheet

#4

Post by NM_Ricky »

reneberlin wrote: post #3

By using a different persona, the output will be much more fitting to the task. "As a highly skilled songwriter for country-songs ..." https://github.com/f/awesome-chatgpt-prompts

yes personas are in there, btw, this repo is awesome for it.

Re: ChatGPT Cheat Sheet

#6

Post by logicallee »

Very good overview!

Two high-level things it can do (didn't see them explicitly mentioned in this document but might have missed it):

1. Give its opinion about your idea or proposal. You can describe what you want to do or some proposal and then at the end say "What do you think about this?"

2. It can come up with plans, strategies, and approaches. For example you can ask it to list approaches. (You can then use these approaches yourself without using ChatGPT or in the same prompt you can then ask it to complete the task using the approaches it just gave you. This has a better result than just giving the task as the first prompt without first having it generate plans, strategies and approaches.

It is also a great help to give it the context before the task. For a better result, tell it the context or what you're doing, then give it the task you need help with.

Re: ChatGPT Cheat Sheet

#9

Post by scifibestfi »

I'm trying to understand how big of a deal ChatGPT and the like is or isn't. Even people in AI don't seem to agree on whether it's going to change everything or it's overhyped and not a major advancement. Which is it? Or somewhere in the middle?

"if you think AI chatter has reached an annoying level right now you're in for something else. it's going to be the only thing on anybody's mind starting shortly... i'm finding it a bit hard to communicate the urgency and heaviness of what's going on" https://twitter.com/tszzl/status/1617317478987878400

"Personally I can give you a formal definition of intelligence and even a number of speculative sketches of how I think it could be implemented, but I will also tell you that strong AI is not within sight and that recent advances are not moving us in the direction of strong AI" https://twitter.com/fchollet/status/1617579095885500416

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