mshumer/gpt-prompt-engineer - GitHub
The GitHub repository "mshumer/gpt-prompt-engineer" is designed as a tool to optimize and streamline the process of prompt engineering for AI models. By effectively utilizing GPT-4 and GPT-3.5-Turbo,
9,865
Votes
14,356
Views
6,478
Bookmarks
About
The GitHub repository "mshumer/gpt-prompt-engineer" is designed as a tool to optimize and streamline the process of prompt engineering for AI models. By effectively utilizing GPT-4 and GPT-3.5-Turbo, it aids users in generating a variety of prompts based on defined use-cases and testing their performance. The system ranks prompts using an ELO rating system, allowing users to identify the most effective ones for their needs. This tool is a boon for developers and researchers who are looking to enhance interaction with AI language models and can be beneficial for tasks across various domains, including content creation, data analysis, and innovation in AI-powered applications.
Key Features
- Prompt Generation: Leverages GPT-4 and GPT-3.5-Turbo to create potential prompts.
- Prompt Testing: Evaluates prompt efficacy by testing against set cases and analyzing performance.
- ELO Rating System: Ranks prompts based on competitive performance to determine effectiveness.
- Classification Version: Specialized for classification tasks matching outputs with expected results.
- Portkey & Weights & Biases Integration: Offers optional logging tools for detailed prompt performance tracking.
FAQ
What is the primary purpose of gpt-prompt-engineer?
The primary purpose of gpt-prompt-engineer is to generate, test, and rank prompts to find the most effective ones for interacting with AI language models.
Which AI models does gpt-prompt-engineer use for prompt generation?
It uses GPT-4 and GPT-3.5-Turbo to generate a range of potential prompts for various use-cases.
How does gpt-prompt-engineer determine the effectiveness of a prompt?
The tool uses an ELO rating system to rank prompts based on their performance in generating responses to test cases.
Is there a version of gpt-prompt-engineer designed for classification tasks?
Yes, there is a Classification Version of the tool which evaluates the correctness of prompts for classification tasks.
How can users contribute to the development of gpt-prompt-engineer?
Users can contribute by creating diverse system prompt generators, automating test case generation, and expanding classification support.
You may also like
More tools in Other
@kuki_ai
Welcome to the world of Kuki, an award-winning artificial intelligence designed to bring entertainment to the digital age. Dive into engaging conversations with AI that's crafted to provide not just r
PureCode.ai
A tool to automate coding tasks through codebase-aware code generation.
AI Dungeon
AI Dungeon is a text-based adventure game where you lead the story and the AI creates the world around you. It offers endless possibilities by generating unique characters, settings, and scenarios bas
Hermes 3
A tool to perform complex creative and analytical tasks with long-term context.
SuperU AI
A nocode tool to create voice AI agents for customer communications.
PrompTessor
A tool that optimizes text for clarity, tone, and grammar without requiring prompt engineering skills.
Verbacall
A platform that automatically answers, qualifies, and follows up on calls 24/7.
Spikes Studio
Spikes helps creators extract captivating shorts from any video. Automatically get a title, description, hashtag recommendations, auto-captions, AI styling and quickly edit. Grow and give your audienc
YOUS
YOUS is a cutting-edge platform that revolutionizes the way people communicate and connect with each other. With its innovative AI-based translator, YOUS enables seamless audio and video calls between
MuseNet
MuseNet is a groundbreaking deep neural network that revolutionizes the way music is composed. With MuseNet, you have access to a powerful tool that can generate beautiful and intricate 4-minute music
Aigur Client
A open-source platform for creating and running Generative AI pipelines for text modification, image manipulation, and more.
AptlyStar.AI
A tool to create and manage AI bots for businesses.