# zou-group/textgrad

<https://repo.masters-masters.com/en/repos/zou-group/textgrad>

[Home](https://repo.masters-masters.com/en) › [zou-group](https://repo.masters-masters.com/en/owners/zou-group) › [textgrad](https://repo.masters-masters.com/en/repos/zou-group/textgrad)

zou-group/textgrad has 3,786 stars on GitHub. Its RepoMasters card: RC tier. TextGrad: Automatic ''Differentiation'' via Text -- using large language models…

| Field | Value |
| --- | --- |
| Owner | [zou-group](https://repo.masters-masters.com/en/owners/zou-group) |
| Stars | 3,786 |
| Forks | 295 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2024 |
| Topics | large-language-models, prompt-optimization, compound-systems, textual-gradients, ai-optimization |
| Tier | [RC (2,000 to 4,999 ★)](https://repo.masters-masters.com/en/ranks/blockbuster) |
| View on GitHub | [zou-group/textgrad](https://github.com/zou-group/textgrad) |

## Repository

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

The tier for repos with 2,000 to 4,999 ★. Published odds per card pulled: 3%. Rarity: Epic.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.