# madaan/self-refine

<https://repo.masters-masters.com/en/repos/madaan/self-refine>

[Home](https://repo.masters-masters.com/en) › [madaan](https://repo.masters-masters.com/en/owners/madaan) › [self-refine](https://repo.masters-masters.com/en/repos/madaan/self-refine)

madaan/self-refine has 847 stars on GitHub. Its RepoMasters card: Beta tier. LLMs can generate feedback on their work, use it to improve the output, and…

| Field | Value |
| --- | --- |
| Owner | [madaan](https://repo.masters-masters.com/en/owners/madaan) |
| Stars | 847 |
| Forks | 72 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2023 |
| Topics | few-shot-learning, language-generation, large-language-models, llms, prompting, reasoning, chatgpt, gpt-35, gpt-4, prompts |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [madaan/self-refine](https://github.com/madaan/self-refine) |

## Repository

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

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.