https://github.com/shinich39/nllb-200-js

nllb-200 wrapper with javascript.
https://github.com/shinich39/nllb-200-js

javascript nllb200 translate

Last synced: about 1 month ago
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nllb-200 wrapper with javascript.

• Host: GitHub
• URL: https://github.com/shinich39/nllb-200-js
• Owner: shinich39
• License: mit
• Created: 2024-05-15T08:23:46.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-07-07T04:46:51.000Z (7 months ago)
• Last Synced: 2024-07-07T05:33:40.615Z (7 months ago)
• Topics: javascript, nllb200, translate
• Language: JavaScript
• Homepage:
• Size: 22.5 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# nllb-200-js

nllb-200 wrapper with javascript.

Currently supported on windows only.

## Requirements

[nodejs](https://nodejs.org/en/download/package-manager/current)

[python3](https://www.python.org/downloads/)

## Documents

[Methods](DOCUMENT.md)

## Usage

```js

import * as nllb from "nllb-200-js";

(async function () {

  const text =

    "Lockheed Martin Delivers Initial 5G Testbed To U.S. Marine Corps And Begins Mobile Network Experimentation";

  const source = "eng_Latn";

  const targets = ["zho_Hans", "kor_Hang", "jpn_Jpan"];

  const model = nllb.MODELS[0];

  // 0: 'facebook/nllb-200-distilled-600M' <= default

  // 1: 'facebook/nllb-200-distilled-1.3B'

  // 2: 'facebook/nllb-200-1.3B'

  // 3: 'facebook/nllb-200-3.3B'

  // 4: 'facebook/nllb-moe-54b'

  // Create virtual environment

  // At first, initialize take a long time for download requirements.

  // The device must be installed Python3

  // https://www.python.org/downloads/

  await nllb.init();

  for (const target of targets) {

    // At first translate, initialize take a long time for download nllb model.

    // it requires at least 8 GB of available storage during initialization.

    const result = await nllb.translate(text, source, target, model);

    console.log(`${target}: ${result}`);

  }

  // zho_Hans: 洛克希德马丁向美国海军陆战队提供了初步5G测试台,开始移动网络实验

  // kor_Hang: 로크히드 마틴은 미국 해병대에 첫 번째 5G 테스트 베드를 공급하고 모바일 네트워크 실험을 시작했습니다

  // jpn_Jpan: ロックヒッド・マーティンが5Gテストベッドをアメリカ海兵隊に提供し,モバイルネットワーク実験を開始

})();

```

## References

- [no-language-left-behind](https://ai.meta.com/research/no-language-left-behind/)

- [nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M)

- [Open-NLLB](https://github.com/gordicaleksa/Open-NLLB)

- [nllb-en-ko-translation](https://int-i.github.io/python/2023-09-05/nllb-en-ko-translation/)

- [Language-Code-ISO-639-FLORES-200](https://jay-chamber.tistory.com/entry/Language-Code-ISO-639-FLORES-200)