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A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend & notebook

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jmpaz/promptlib

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PromptLib

About

A WIP collection of refined, value-dense, novel and/or exceptional prompts for instruction-tuned large language models, especially GPT-4 and ChatGPT's legacy model.

Many are projects in and of themselves — natural language programs for which ChatGPT serves as a decent frontend. Prompts are generally structured in a to-be-standardized psuedocode-like format (inserted as a user message); more on this later.

outdated screenshot
Gradio frontend

Context

New users operating LLMs via interfaces like ChatGPT may observe the model doing a decent-to-excellent job of performing basic or complex tasks when given simple question/instructions, but often outputs are lackluster, and not for fault of the model.

This project seeks to demonstrate that the quality and presentation of natural (& sometimes not-so-natural) language fed to a model substantially influences the quality of its outputs.

Collectively, we only barely tapped into GPT-3's potential, and we're incredibly far from reaching GPT-4's.

Prompts in this library are natural-language programs (both in their literal/written structure and in the scale & exponential value of their outputs) which act upon concepts & data, represented as text.

The project serves as a base for tools & utilities to be built out over time for explorers, developers, knowledge workers and eventually the general public.

Prompts

  • See available prompts here – try pasting one into ChatGPT.

Credits

License

(coming soon)