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self-refine
Python

self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

by madaan · GitHub
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chatgptfew-shot-learninggpt-35Apache-2.0Python
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In plain words

Generate feedback on text outputs and improve them iteratively using the Self-Refine tool for language models.

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2026-07-202026-08-31
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📄 About

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

self-refine has 821 stars on GitHub. It has been forked 71 times. self-refine is written mainly in Python. It has been in active development since 2023. self-refine is available under the Apache-2.0 license. Its main topics are chatgpt, few-shot-learning, gpt-35, gpt-4.

Frequently asked questions

What is self-refine?

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

Is self-refine open source?

self-refine is an open-source project. It is released under the Apache-2.0 license.

Is self-refine free?

Yes. self-refine is free and open source — you can use, modify and self-host it.

What license does self-refine use?

self-refine is available under the Apache-2.0 license.

What language is self-refine written in?

self-refine is written mainly in Python.

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