| --- |
| title: Legesher |
| emoji: 🌍 |
| colorFrom: indigo |
| colorTo: pink |
| sdk: static |
| pinned: false |
| --- |
| |
| # Legesher |
|
|
| **Code in your native language.** |
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|
| Legesher is an open-core toolchain that lets developers create, innovate, and |
| collaborate on code in their own language. Existing tooling, CI, and code review keep working |
| regardless of the language you use, so code in the language of your ideas. |
|
|
| - 🌐 Website: [legesher.io](https://legesher.io) |
| - 💻 GitHub: [github.com/Legesher](https://github.com/Legesher) |
| - 💬 Slack: [legesher.io/go/slack](https://legesher.io/go/slack) |
|
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| --- |
|
|
| ## What lives here on Hugging Face |
|
|
| This org hosts the **research artifacts** behind Legesher. Featuring the |
| *Language Decoded* project, we highlight the impact of native code in the |
| performance of multilingual models as our contribution to Cohere's Tiny Aya Expedition. |
|
|
| ### 📊 Datasets |
|
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| - [**language-decoded-data**](https://hf.co/datasets/legesher/language-decoded-data) — multilingual code corpora across experimental conditions (en / zh / es / ur) |
| - [**language-decoded-community**](https://hf.co/datasets/legesher/language-decoded-community) — natively-authored code contributed by developers |
| - [**language-decoded-experiments**](https://hf.co/datasets/legesher/language-decoded-experiments) — training logs, configs, and evaluation results |
|
|
| ### 🤖 Models |
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| [LoRA adapters](https://hf.co/legesher/language-decoded-lora) fine-tuned on `CohereLabs/tiny-aya-base` across conditions: |
|
|
| - Condition 1 (english code baseline) |
| - Condition 2 (translated code identifiers via Legesher) |
| - Condition 3 (native code) |
| - Condition 5 (fully translated code via Legesher + Aya Expanse) |
|
|
| ### 🎮 Spaces |
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| - [**legesher-native-code**](https://hf.co/spaces/legesher/legesher-native-code) — submit natively-authored code to the community corpus |
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| --- |
|
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| ## The product side |
|
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| Legesher ships **51 experimental Python language packs** (am, ar, bn, … zh) |
| plus a VS Code extension and full LSP server. Translation happens through |
| git filters, so the repo on disk stays English and your editor renders your |
| native language. See the [main repo](https://github.com/Legesher/legesher) |
| for installation and the language pack list. |
|
|
| --- |
|
|
| *Built by [Madison Edgar](https://github.com/madiedgar) and the Legesher |
| community. Apache-2.0 for code; see individual repos for dataset and |
| model licenses.* |
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|
