Neural Machine Translation Transformer Models

Tools for translating text between languages using transformer-based neural models. Includes multilingual translators, code-switched translation, and language pair-specific translation systems. Does NOT include speech translation, document OCR, or general localization platforms.

There are 49 neural machine translation models tracked. 1 score above 70 (verified tier). The highest-rated is OpenNMT/OpenNMT-py at 76/100 with 7,000 stars and 13,033 monthly downloads. 1 of the top 10 are actively maintained.

Get all 49 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=neural-machine-translation&limit=20"

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#	Model	Score	Tier	Stars	Language
1	OpenNMT/OpenNMT-py Open Source Neural Machine Translation and (Large) Language Models in PyTorch	76	Verified	7,000	Python
2	argosopentech/argos-translate Open-source offline translation library written in Python	58	Established	5,745	Python
3	niedev/RTranslator Open source real-time translation app for Android that runs locally	56	Established	9,686	C++
4	Freed-Wu/translate-shell Translate text by google, bing, youdaozhiyun, haici, stardict, openai, large...	55	Established	48	Python
5	TharinduDR/TransQuest Transformer based translation quality estimation	51	Established	114	Python
6	vistec-AI/thai2transformers Pretraining transformer based Thai language models	47	Emerging	125	Jupyter Notebook
7	thammegowda/nllb-serve Meta's "No Language Left Behind" models served as web app and REST API	45	Emerging	256	Python
8	ikergarcia1996/Easy-Translate Easy-Translate is a script for translating large text files with a SINGLE...	44	Emerging	227	Python
9	matlab-deep-learning/transformer-models Deep Learning Transformer models in MATLAB	42	Emerging	240	MATLAB
10	google-research/bigbird Transformers for Longer Sequences	42	Emerging	632	Python
11	amazon-science/tanl Structured Prediction as Translation between Augmented Natural Languages	37	Emerging	137	Python
12	argosopentech/MetalTranslate Customizable machine translation in C++	35	Emerging	56	C++
13	r1cc4rd0m4zz4/traNsLatorLaB translatorlab: a machine translation tool that uses artificial intelligence...	33	Emerging	2	Python
14	cdli-gh/Semi-Supervised-NMT-for-Sumerian-English Exploring the Limits of Low-Resource Neural Machine Translation	33	Emerging	34	Jupyter Notebook
15	vlarine/transformers-ru A list of pretrained Transformer models for the Russian language.	28	Experimental	177	Jupyter Notebook
16	EasierMTL/chinese-translation-app Chinese to English Translation Full Stack Web App + Automated Load Testing...	27	Experimental	5	Python
17	kingabzpro/French-to-Fongbe-and-Ewe-MT The objective of this challenge is to create a machine translation system...	27	Experimental	9	Jupyter Notebook
18	suyash/mlt Multilingual Neural Machine Translation using Transformers with Conditional...	27	Experimental	18	Jupyter Notebook
19	wangcongcong123/transection Transection: Transformers for English to Chinese Translation	26	Experimental	6	Python
20	SapienzaNLP/MaTESe MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem	25	Experimental	5	Python
21	EKarton/English-French-Translator A web application that translate sentences between English and French	25	Experimental	2	Jupyter Notebook
22	SCRN-VRC/Language-Translation-with-Fragment-Shaders EN to JP and JP to EN with transformer models	24	Experimental	98	ShaderLab
23	Strifee/arabic2english Arabic to English machine translation with Transformers and Pytorch	23	Experimental	26	Jupyter Notebook
24	thefilesareinthecomputer/offline_file_translation Text file language translation app that translates .txt, .csv, and .xlsx...	23	Experimental	2	Python
25	BLCK-B/Moerkepub Local EPUB translation using multilingual Transformer models on GPU.	22	Experimental	1	Python
26	vlddshk/Transformer_translator This project implements a neural machine translation system from French to...	20	Experimental	1	Python
27	m3hrdadfi/zabanshenas Zabanshenas is a solution for identifying the most likely language of a...	20	Experimental	19	Python
28	IIIDman/polyglotlite Lightweight multilingual language models for consumer hardware	19	Experimental	—	Python
29	WalaaHassanAbdelraouf/English-to-French-Translator A transformer-based English-to-French machine translation using the...	19	Experimental	—	Jupyter Notebook
30	len-sla/NLP_mBART_mT5_translation Polyglot Power: mBART & mT5 Translation Toolkit ...	18	Experimental	3	Jupyter Notebook
31	jaychampaneri14/multilingual-translator Neural machine translation using Helsinki-NLP models for 100+ languages	14	Experimental	—	Python
32	PeerChristensen/machineTranslation Translate books with transformers	14	Experimental	1	Jupyter Notebook
33	couchbaselabs/neural-translation-example An example showcasing the real time neural translation of data stored in...	12	Experimental	3	Python
34	Garton/translategrambot 🌐 Sophisticated Telegram translator bot with automatic language detection,...	12	Experimental	1	Python
35	ogkalu2/Human-parity-on-machine-translations Bilingual (or Multilingual) Large Language models and In-context Learning-...	12	Experimental	32	—
36	marian-nmt/pymarian-webapp Pymarian Webapp	12	Experimental	4	Python
37	gmalivenko/opus-mt-translate A tool for stdin-to-stdout translation	11	Experimental	2	Python
38	jubaiya12-glitch/code_switching_translator A multilingual NLP-based translator that detects and translates...	11	Experimental	—	Python
39	AlirezaKamyab/NMT-Project Neural Machine translation project using Transformers to translate English to Persian	11	Experimental	—	Python
40	rn0x/transtexa A versatile library for text translation using Hugging Face's Transformers	11	Experimental	—	JavaScript
41	Abdelrahman-Elshahed/English-Arabic-NLP-Translator A dual-approach English to Arabic translation system implementing both...	11	Experimental	—	Jupyter Notebook
42	KaushiML3/Transformer_Language-translation This repository contains a end-to-end Transformer-based language translation...	11	Experimental	—	Jupyter Notebook
43	ezahpizza/T5-Text-Translation This project is an English-to-Spanish translation system powered by the T5...	11	Experimental	2	Jupyter Notebook
44	SINGHxTUSHAR/ANUVADAK This Project is based on multilingual Translation by using the Transformer...	11	Experimental	2	Jupyter Notebook
45	MBadriNarayanan/MachineTranslation English to French neural machine translator built using Transformer...	11	Experimental	—	Jupyter Notebook
46	sumitsingh3072/Translation-Transformer In this repo, I've built a Transformer model, for language translation	10	Experimental	1	Python
47	SCCSMARTCODE/LinguaSync LinguaSync is a Neural Machine Translation system designed to deliver...	10	Experimental	1	Python
48	KristinaRay/english-arabic-nmt-bot Telegram Bot for English - Arabic Neural Machine Translation	10	Experimental	1	Python
49	robertocarlosmedina/attention-transformer-translator-1 Sequence to Sequence Transformer implementation in order to train a model to...	10	Experimental	1	Python