self-refine

Repository facts

Stars

822

Forks

71

Open issues and pull requests

10

Primary language

Python

License

Apache License 2.0 (Apache-2.0)

Owner

madaan · Personal account

Created

Mar 28, 2023

Last push

Oct 4, 2024

Topics

• chatgpt
• few-shot-learning
• gpt-35
• gpt-4
• language-generation
• large-language-models
• llms
• prompting
• prompts
• reasoning

Rank #6,948 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Related projects

Projects that share this one’s GitHub topics.

• 1,731

  Rank 1,731: promptslab/Promptify

  Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

  4,643 starsPythonApache-2.0Last push Mar 27, 2026

• 9,238

  Rank 9,238: reasoning-machines/pal

  PaL: Program-Aided Language Models (ICML 2023)

  529 starsPythonApache-2.0Last push Jun 30, 2023

• 9,135

  Rank 9,135: kevinamiri/Instructgpt-prompts

  Instruction-based prompts for generating and classifying text.

  537 starsMITLast push Nov 13, 2025

• 1,695

  Rank 1,695: trigaten/Learn_Prompting

  Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

  4,739 starsMDXOther licenseLast push Jan 14, 2025

• 8,368

  Rank 8,368: Skytliang/Multi-Agents-Debate

  MAD: The first work to explore Multi-Agent Debate with Large Language Models :D

  616 starsPythonGPL-3.0Last push Dec 16, 2025

• 8,425

  Rank 8,425: zhudotexe/kani

  kani (カニ) is a highly hackable microframework for tool-calling language models. (NLP-OSS @ EMNLP 2023)

  610 starsPythonMITLast push Aug 27, 2026