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Top 18 neural-machine-translation Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
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bergamot-translator
Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
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Neuromorphic-Computing-Guide
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
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OpenNMT-Tutorial
Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.
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firefox-translations-training
Training pipelines for Firefox Translations neural machine translation models
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Nerve
This is a basic implementation of a neural network for use in C and C++ programs. It is intended for use in applications that just happen to need a simple neural network and do not want to use needlessly complex neural network libraries. (by fkkarakurt)
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Neural-Machine-Translated-communication-system
The model is designed to train a single and large neural network in order to predict correct translation by reading the given sentence.
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transformer-tf
This repository contains the code for the paper "Attention Is All You Need" i.e The Transformer.
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Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29
Project mention: coursera-deep-learning-specialization: NEW Courses - star count:2327.0 | /r/algoprojects | 2023-11-21
Project mention: Fast and secure translation on your local machine with a GUI | news.ycombinator.com | 2024-04-13Interestingly, 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.
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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.
I've also raised an issue here: https://github.com/machinetranslate/machinetranslate.org/issues/466
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).
neural-machine-translation related posts
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sentencepiece
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A Raspberry Pi 5 is better than two Pi 4S
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StreamingLLM: Efficient streaming technique enable infinite sequence lengths
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Explore large language models on any computer with 512MB of RAM
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LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale
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[P] TokenMonster Ungreedy ~ 35% faster inference and 35% increased context-length for large language models (compared to tiktoken). Benchmarks included.
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LLaMA tokenizer: is a JavaScript implementation available anywhere?
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A note from our sponsor - SaaSHub
www.saashub.com | 1 May 2024
Index
What are some of the best open-source neural-machine-translation projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | sentencepiece | 9,480 |
| 2 | OpenNMT-py | 6,574 |
| 3 | pytorch-seq2seq | 5,169 |
| 4 | CTranslate2 | 2,799 |
| 5 | coursera-deep-learning-specialization | 2,693 |
| 6 | marian | 1,170 |
| 7 | nematus | 796 |
| 8 | Opus-MT | 527 |
| 9 | bergamot-translator | 299 |
| 10 | bitextor | 279 |
| 11 | marian-dev | 247 |
| 12 | Neuromorphic-Computing-Guide | 247 |
| 13 | OpenNMT-Tutorial | 137 |
| 14 | firefox-translations-training | 130 |
| 15 | machinetranslate.org | 67 |
| 16 | Nerve | 42 |
| 17 | Neural-Machine-Translated-communication-system | 9 |
| 18 | transformer-tf | 6 |
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