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argostranslate

Open-source offline translation library written in Python

https://github.com/argosopentech/argos-translate

Science Score: 26.0%

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    CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (11.5%) to scientific vocabulary

Keywords

language-models linux machine-translation nlp open-source python transformers translation
Last synced: 6 months ago · JSON representation

Repository

Open-source offline translation library written in Python

Basic Info
Statistics
  • Stars: 4,795
  • Watchers: 55
  • Forks: 355
  • Open Issues: 133
  • Releases: 1
Topics
language-models linux machine-translation nlp open-source python transformers translation
Created almost 6 years ago · Last pushed 6 months ago
Metadata Files
Readme Funding License Citation

README.md

Argos Translate

Demo | Website | Docs | Forum | GitHub | PyPI

Open-source offline translation library written in Python

Argos Translate uses OpenNMT for translations and can be used as either a Python library, command-line, or GUI application. Argos Translate supports installing language model packages which are zip archives with a ".argosmodel" extension containing the data needed for translation. LibreTranslate is an API and web-app built on top of Argos Translate.

Argos Translate also manages automatically pivoting through intermediate languages to translate between languages that don't have a direct translation between them installed. For example, if you have a es → en and en → fr translation installed you are able to translate from es → fr as if you had that translation installed. This allows for translating between a wide variety of languages at the cost of some loss of translation quality.

The argospm-index contains metadata and download links to access pre-trained Argos Translate models.

Supported languages

Browse Package Index

Arabic, Azerbaijani, Basque, Catalan, Chinese, Czech, Danish, Dutch, English, Esperanto, Finnish, French, Galician, German, Greek, Hebrew, Hindi, Hungarian, Indonesian, Irish, Italian, Japanese, Kyrgyz, Korean, Malay, Persian, Polish, Portuguese, Portuguese (Brazil), Russian, Slovak, Spanish, Swedish, Turkish, Ukrainian, Urdu, and more

Request a language

Installation

Install with Python

Argos Translate is available from PyPI and can be easily installed with pip.

pip install argostranslate

Install GUI: pip install argostranslategui

Python source installation into virtualenv

Download a copy of this repo and install with pip.

git clone https://github.com/argosopentech/argos-translate.git cd argos-translate virtualenv env source env/bin/activate pip install -e .

Examples

Python

```python import argostranslate.package import argostranslate.translate

fromcode = "en" tocode = "es"

Download and install Argos Translate package

argostranslate.package.updatepackageindex() availablepackages = argostranslate.package.getavailablepackages() packagetoinstall = next( filter( lambda x: x.fromcode == fromcode and x.tocode == tocode, availablepackages ) ) argostranslate.package.installfrompath(packagetoinstall.download())

Translate

translatedText = argostranslate.translate.translate("Hello World", fromcode, tocode) print(translatedText)

'¡Hola Mundo!'

```

Command Line Interface

``` argospm update argospm install translate-en_de argos-translate --from en --to de "Hello World!"

Hallo Welt!

```

Install all translation packages: argospm install translate

LibreTranslate Web App (Demo)

Web App Screenshot

LibreTranslate API

```javascript const res = await fetch("https://translate.argosopentech.com/translate", { method: "POST", body: JSON.stringify({ q: "Hello!", source: "en", target: "es" }), headers: { "Content-Type": "application/json"} });

console.log(await res.json());

{ "translatedText": "¡Hola!" } ```

Graphical user interface

The GUI code is in a separate repository.

Screenshot Screenshot2

Packages

GPU Acceleration

To enable GPU support, you need to set the ARGOS_DEVICE_TYPE env variable to cuda or auto.

$ ARGOS_DEVICE_TYPE=cuda argos-translate --from-lang en --to-lang es "Hello World" Hola Mundo

The above env variable passes the device type to CTranslate2.

HTML Translation

The translate-html library is built on top of Argos Translate and Beautiful Soup and parses and translates HTML. The LibreTranslate API also has support for translating HTML.

Files Translation

The argos-translate-files library is built on top of Argos Translate and parses and translates files. The LibreTranslate API also has support for translating files.

Uninstall

shell pip uninstall argostranslate

You may choose to also delete temporary and cached files:

shell rm -r ~/.local/cache/argos-translate rm -r ~/.local/share/argos-translate

Related Projects

Contributing

Contributions are welcome! Available issues are on the GitHub issues page. Contributions of code, data, and pre-trained models can all be accepted.

Support

For support please use the LibreTranslate Forum or GitHub Issues.

For questions about CTranslate2 or general machine translation research the OpenNMT Forum is a good resource.

Services

Custom models trained on your own data are available for $1000/language (negotiable).

I am also available for hire to do support, consulting, or custom software development.

Donate

If you find this software useful donations are greatly appreciated and help to make this project sustainable. - GitHub Sponsor - PayPal - Venmo @pjfinlay - Bitcoin: 16UJrmSEGojFPaqjTGpuSMNhNRSsnspFJT - Ethereum: argosopentech.eth - Litecoin: MCwu7RRWeCRJdsv2bXGj2nnL1xYxDBvwW5 - BCH: bitcoincash:qzvpxe8y5kq45kahqkyv3p88sjrhlymj2v6xdrj3cv

Paid supporters receive priority support.

Hosting affiliate links

You can help support Argos Translate financially by purchasing hosting through these referral links: - Vast.ai - Cheap GPU rentals - DigitalOcean - Best all around hosting - Sharktech - Cheap bandwith - Time4VPS - Cheap storage

Contributing

Contributions are welcome! Bug reports, pull requests, documentation writing, and feature ideas are all appreciated.

License

Argos Translate is dual licensed under either the MIT License or Creative Commons CC0.

Owner

  • Name: Argos Open Tech
  • Login: argosopentech
  • Kind: user
  • Location: Ithaca, NY

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 764
  • Total Committers: 31
  • Avg Commits per committer: 24.645
  • Development Distribution Score (DDS): 0.376
Past Year
  • Commits: 24
  • Committers: 3
  • Avg Commits per committer: 8.0
  • Development Distribution Score (DDS): 0.125
Top Committers
Name Email Commits
P.J. Finlay p****t@g****m 477
Argos Open Technologies, LLC a****n@a****m 143
Dingedi 6****i 65
Piero Toffanin pt@m****m 13
mmokhi m****i@f****g 12
jakeroggenbuck j****2@g****m 11
YOGESHWARAN R y****7@g****m 7
Artem Golubin me@r****m 5
Michael McMahon m****l@g****g 4
Milan Hauth m****u@g****m 3
redox m****z@v****k 3
Pierre Romera p****a@i****g 2
Patrick Borowy p****k@e****m 1
Alexander Burchenko a****r@m****u 1
Andrew Dinh a****h@p****m 1
Andrii Oriekhov a****v@g****m 1
mwip m****d@p****m 1
mmacu 4****u 1
leufroy a****y@g****m 1
kolserdav s****3@g****m 1
Roland Hollós h****l@g****m 1
LynxPDA 8****A 1
Jorge Maldonado Ventura j****e@f****t 1
Hannes Krumbiegel V****r 1
Guillaume Klein g****n@s****m 1
Goldener Stefan 6****d 1
Ederin 7****n 1
Dorian Hoxha d****a@g****m 1
Dmitry Sidorov j****n@g****m 1
Daniel Yudelevich y****i@g****m 1
and 1 more...
Committer Domains (Top 20 + Academic)
systrangroup.com: 1 freakspot.net: 1 mail.ru: 1 exordelabs.com: 1 icij.org: 1 vertex.link: 1 gnu.org: 1 rushter.com: 1 freebsd.org: 1 masseranolabs.com: 1 argosopentech.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 177
  • Total pull requests: 55
  • Average time to close issues: about 2 months
  • Average time to close pull requests: 29 days
  • Total issue authors: 143
  • Total pull request authors: 26
  • Average comments per issue: 1.46
  • Average comments per pull request: 0.95
  • Merged pull requests: 31
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 32
  • Pull requests: 16
  • Average time to close issues: about 2 months
  • Average time to close pull requests: about 1 month
  • Issue authors: 32
  • Pull request authors: 7
  • Average comments per issue: 0.41
  • Average comments per pull request: 0.56
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • bruceleerabbit (13)
  • PJ-Finlay (6)
  • milahu (5)
  • argosopentech (3)
  • maathieu (3)
  • HypeillingerChillinger (3)
  • hendursaga (2)
  • dingedi (2)
  • jordimas (2)
  • yudelevi (2)
  • solkad (2)
  • michaelfeil (2)
  • scythetleppo (1)
  • wildaces215 (1)
  • imagineyourselfs (1)
Pull Request Authors
  • dingedi (13)
  • milahu (5)
  • yudelevi (4)
  • pirhoo (3)
  • pierotofy (3)
  • BLKSerene (3)
  • lecoqnicolas (3)
  • Parthiee (2)
  • franchsli (2)
  • shradhamenon (2)
  • LynxPDA (2)
  • steve15963 (2)
  • PJ-Finlay (2)
  • Desaroll (2)
  • mansil (2)
Top Labels
Issue Labels
help wanted (19) enhancement (17) good first issue (13) bug (5) documentation (1)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 208,125 last-month
  • Total docker downloads: 302
  • Total dependent packages: 11
    (may contain duplicates)
  • Total dependent repositories: 36
    (may contain duplicates)
  • Total versions: 45
  • Total maintainers: 1
pypi.org: argostranslate

Open-source neural machine translation library based on OpenNMT's CTranslate2

  • Versions: 35
  • Dependent Packages: 11
  • Dependent Repositories: 36
  • Downloads: 208,125 Last month
  • Docker Downloads: 302
Rankings
Dependent packages count: 1.1%
Stargazers count: 1.8%
Downloads: 2.2%
Dependent repos count: 2.4%
Average: 2.6%
Docker downloads count: 3.2%
Forks count: 4.6%
Maintainers (1)
argosopentech
Last synced: 6 months ago
proxy.golang.org: github.com/argosopentech/argos-translate
  • Versions: 10
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 7.0%
Average: 8.2%
Dependent repos count: 9.3%
Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi
  • sphinx ==3.2.1
  • sphinx-rtd-theme ==0.5.0
requirements-dev.txt pypi
  • black * development
  • isort * development
  • mypy * development
  • pytest * development
requirements.txt pypi
  • ctranslate2 ==2.24.0
  • sentencepiece ==0.1.96
  • stanza ==1.1.1
.github/workflows/python-package.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/python-publish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
scripts/requirements.txt pypi
  • twine *