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 61 neural machine translation models tracked. 7 score above 50 (established tier). The highest-rated is OpenNMT/OpenNMT-py at 63/100 with 7,000 stars. 1 of the top 10 are actively maintained.

Get all 61 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	63	Established	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	vistec-AI/thai2transformers Pretraining transformer based Thai language models	54	Established	125	Jupyter Notebook
5	Freed-Wu/translate-shell Translate text by google, bing, youdaozhiyun, haici, stardict, openai, large...	52	Established	48	Python
6	TharinduDR/TransQuest Transformer based translation quality estimation	52	Established	114	Python
7	ikergarcia1996/Easy-Translate Easy-Translate is a script for translating large text files with a SINGLE...	51	Established	227	Python
8	matlab-deep-learning/transformer-models Deep Learning Transformer models in MATLAB	49	Emerging	240	MATLAB
9	google-research/bigbird Transformers for Longer Sequences	49	Emerging	632	Python
10	thammegowda/nllb-serve Meta's "No Language Left Behind" models served as web app and REST API	48	Emerging	256	Python
11	amazon-science/tanl Structured Prediction as Translation between Augmented Natural Languages	44	Emerging	137	Python
12	argosopentech/MetalTranslate Customizable machine translation in C++	42	Emerging	56	C++
13	cdli-gh/Semi-Supervised-NMT-for-Sumerian-English Exploring the Limits of Low-Resource Neural Machine Translation	40	Emerging	34	Jupyter Notebook
14	r1cc4rd0m4zz4/traNsLatorLaB translatorlab: a machine translation tool that uses artificial intelligence...	40	Emerging	2	Python
15	vlarine/transformers-ru A list of pretrained Transformer models for the Russian language.	35	Emerging	177	Jupyter Notebook
16	EasierMTL/chinese-translation-app Chinese to English Translation Full Stack Web App + Automated Load Testing...	34	Emerging	5	Python
17	suyash/mlt Multilingual Neural Machine Translation using Transformers with Conditional...	34	Emerging	18	Jupyter Notebook
18	kingabzpro/French-to-Fongbe-and-Ewe-MT The objective of this challenge is to create a machine translation system...	34	Emerging	9	Jupyter Notebook
19	wangcongcong123/transection Transection: Transformers for English to Chinese Translation	33	Emerging	6	Python
20	SapienzaNLP/MaTESe MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem	32	Emerging	5	Python
21	EKarton/English-French-Translator A web application that translate sentences between English and French	32	Emerging	2	Jupyter Notebook
22	SCRN-VRC/Language-Translation-with-Fragment-Shaders EN to JP and JP to EN with transformer models	31	Emerging	98	ShaderLab
23	Strifee/arabic2english Arabic to English machine translation with Transformers and Pytorch	30	Emerging	26	Jupyter Notebook
24	thefilesareinthecomputer/offline_file_translation Text file language translation app that translates .txt, .csv, and .xlsx...	30	Emerging	2	Python
25	amazon-science/isometric-slt Isometric Spoken Language Translation - Isometric SLT.	30	Emerging	6	JavaScript
26	m3hrdadfi/zabanshenas Zabanshenas is a solution for identifying the most likely language of a...	27	Experimental	19	Python
27	vlddshk/Transformer_translator This project implements a neural machine translation system from French to...	26	Experimental	1	Python
28	len-sla/NLP_mBART_mT5_translation Polyglot Power: mBART & mT5 Translation Toolkit ...	25	Experimental	3	Jupyter Notebook
29	BLCK-B/Moerkepub Local EPUB translation using multilingual Transformer models on GPU.	24	Experimental	1	Python
30	thefcraft/torch-transformer-hinglish2hindi-translator torch-transformer-hinglish2hindi-translator is a character-level translater...	23	Experimental	4	Jupyter Notebook
31	WalaaHassanAbdelraouf/English-to-French-Translator A transformer-based English-to-French machine translation using the...	21	Experimental	—	Jupyter Notebook
32	PeerChristensen/machineTranslation Translate books with transformers	21	Experimental	1	Jupyter Notebook
33	marian-nmt/pymarian-webapp Pymarian Webapp	19	Experimental	4	Python
34	couchbaselabs/neural-translation-example An example showcasing the real time neural translation of data stored in...	19	Experimental	3	Python
35	ogkalu2/Human-parity-on-machine-translations Bilingual (or Multilingual) Large Language models and In-context Learning-...	19	Experimental	32	—
36	Garton/translategrambot 🌐 Sophisticated Telegram translator bot with automatic language detection,...	18	Experimental	1	Python
37	gmalivenko/opus-mt-translate A tool for stdin-to-stdout translation	18	Experimental	2	Python
38	ezahpizza/T5-Text-Translation This project is an English-to-Spanish translation system powered by the T5...	18	Experimental	2	Jupyter Notebook
39	SINGHxTUSHAR/ANUVADAK This Project is based on multilingual Translation by using the Transformer...	18	Experimental	2	Jupyter Notebook
40	sumitsingh3072/Translation-Transformer In this repo, I've built a Transformer model, for language translation	17	Experimental	1	Python
41	IIIDman/polyglotlite Lightweight multilingual language models for consumer hardware	17	Experimental	—	Python
42	robertocarlosmedina/attention-transformer-translator-1 Sequence to Sequence Transformer implementation in order to train a model to...	17	Experimental	1	Python
43	SCCSMARTCODE/LinguaSync LinguaSync is a Neural Machine Translation system designed to deliver...	17	Experimental	1	Python
44	Mohamed-Mohamed-Ibrahim/French-to-English-NMT This project implements two Sequence-to-Sequence (Seq2Seq) models which are...	17	Experimental	—	Jupyter Notebook
45	KristinaRay/english-arabic-nmt-bot Telegram Bot for English - Arabic Neural Machine Translation	17	Experimental	1	Python
46	Almas-ansari/Transliteration-Hindi-To-English A neural machine transliteration system that converts words written in...	14	Experimental	1	Jupyter Notebook
47	rn0x/transtexa A versatile library for text translation using Hugging Face's Transformers	13	Experimental	—	JavaScript
48	jaychampaneri14/multilingual-translator Neural machine translation using Helsinki-NLP models for 100+ languages	13	Experimental	—	Python
49	jubaiya12-glitch/code_switching_translator A multilingual NLP-based translator that detects and translates...	13	Experimental	—	Python
50	AlirezaKamyab/NMT-Project Neural Machine translation project using Transformers to translate English to Persian	13	Experimental	—	Python
51	Abdelrahman-Elshahed/English-Arabic-NLP-Translator A dual-approach English to Arabic translation system implementing both...	13	Experimental	—	Jupyter Notebook
52	KaushiML3/Transformer_Language-translation This repository contains a end-to-end Transformer-based language translation...	13	Experimental	—	Jupyter Notebook
53	MBadriNarayanan/MachineTranslation English to French neural machine translator built using Transformer...	13	Experimental	—	Jupyter Notebook
54	davidyen1124/bad-translator Intentionally bad translator: multi-hop NLLB-200 with optional noise (vowel...	12	Experimental	1	Python
55	RafayKhattak/TranslateHub TranslateHub is a language translation tool powered by pre-trained models...	12	Experimental	5	Python
56	i-khalil-s/iTlajtol Models and vocab used in the development of a NMT iOS app for Nahuatl	12	Experimental	8	Jupyter Notebook
57	mrapacz/interlinear-translation Morphology-enhanced neural models for Ancient Greek interlinear translation,...	11	Experimental	1	Python
58	Dandrezz/translate-with-transformers EPUB translation software	11	Experimental	—	Python
59	pavaris-pm/th2en-machine-translation thai to english machine translation model	11	Experimental	—	Jupyter Notebook
60	datatrigger/unlimited-translation_docker_swarm A translation service (German to English) with no character limit.	11	Experimental	—	—
61	yasha-dev1/multi-language-translation-task This is a simple repository on how to get started with the transformer model...	11	Experimental	—	Python