C++ neural-machine-translation

Open-source C++ projects categorized as neural-machine-translation
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Topics: Cuda Fast CPP machine-translation WebAssembly
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Top 5 C++ neural-machine-translation Projects

  • sentencepiece

    Unsupervised text tokenizer for Neural Network-based text generation.

    • Project mention: sentencepiece | news.ycombinator.com | 2023-12-11

  • CTranslate2

    Fast inference engine for Transformer models

    • Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29

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  • marian

    Fast Neural Machine Translation in C++

  • bergamot-translator

    Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.

    • Project mention: Fast and secure translation on your local machine with a GUI | news.ycombinator.com | 2024-04-13

    Interestingly, I think this is actually related to the offline translation features built into Firefox. Both are products of "Project Bergamot", but the Mozilla-maintained version was later merged into the Firefox application:

    https://browser.mt/

    https://blog.mozilla.org/en/mozilla/local-translation-add-on...

    https://hacks.mozilla.org/2022/06/training-efficient-neural-...

    https://github.com/mozilla/firefox-translations

    https://firefox-source-docs.mozilla.org/toolkit/components/t...

    Extra webpage with screenshot and links, impossible to search for normally:

    https://translatelocally.com/downloads/

    Does one thing and does it well.

    Oh— For downloading models, it's much easier to pipe/`xargs` `translateLocally --available-models` into `translateLocally -d` than go through the GUI.

    ---

    Other self-hostable translation tools:

    https://www.apertium.org/index.eng.html

    - Traditional rule-based translation. Seems to work pretty well, but no good desktop frontend.

    https://www.argosopentech.com/

    - Works, but crashy desktop app.

    https://libretranslate.com/

    - API wrapping Argos Translate.

    https://lingva.thedaviddelta.com/

    - Google Translate scraper/privacy frontend.

    https://euroglot.com/

    - Proprietary, subscription trialware.

  • marian-dev

    Fast Neural Machine Translation in C++ - development repository

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

C++ neural-machine-translation related posts

  • sentencepiece

    1 project | news.ycombinator.com | 11 Dec 2023

  • StreamingLLM: Efficient streaming technique enable infinite sequence lengths

    2 projects | news.ycombinator.com | 3 Oct 2023

  • Explore large language models on any computer with 512MB of RAM

    4 projects | /r/LocalLLaMA | 17 Jun 2023

  • [P] TokenMonster Ungreedy ~ 35% faster inference and 35% increased context-length for large language models (compared to tiktoken). Benchmarks included.

    2 projects | /r/MachineLearning | 4 Jun 2023

  • LLaMA tokenizer: is a JavaScript implementation available anywhere?

    1 project | /r/LocalLLaMA | 27 May 2023

  • CTranslate2: An efficient inference engine for Transformer models

    1 project | news.ycombinator.com | 21 May 2023

  • [P] New tokenization method improves LLM performance & context-length by 25%+

    2 projects | /r/MachineLearning | 13 May 2023
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source neural-machine-translation projects in C++? This list will help you:

Project Stars
1 sentencepiece 9,520
2 CTranslate2 2,825
3 marian 1,176
4 bergamot-translator 301
5 marian-dev 248

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