marian
marian-dev
| marian | marian-dev | |
|---|---|---|
| 3 | 4 | |
| 1,170 | 247 | |
| 1.5% | 0.0% | |
| 0.0 | 6.6 | |
| 8 months ago | 2 months ago | |
| C++ | C++ | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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marian
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[P] A CLI tool for easy transformer sequence classifier training and inference
As a reference, I forked https://github.com/marian-nmt/marian privately to support sequence tagging tasks. With a positional loss mask, It can also support sequence classificaiton.
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Hello I’m looking for an app or website to translate accurately from English to Welsh
It's powered by the same underlying engine as Bing translate but with specific enhancements for Welsh language by the Bangor uni language tech experts. https://marian-nmt.github.io/
- [D] Deep Learning Framework for C++.
marian-dev
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Firefox Translations doesn't use the cloud
As far as I could tell this is the engine powering this:
https://github.com/marian-nmt/marian-dev/
It’s compiled c++ running using wasm.
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Official Firefox add-on bringing offline translation support to Firefox
This is the underlying translation engine:
https://github.com/marian-nmt/marian-dev
And the browser fork of it:
https://github.com/browsermt/marian-dev
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Mozilla releases local machine translation tools as part of Project Bergamot
You can find the engine used here [1], the API built around it here [2] and its WASM port here [3] and the WebAssembly matrix multiplication optimizations are here [4]
[1] https://marian-nmt.github.io/
What are some alternatives?
flashlight - A C++ standalone library for machine learning
bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
mdspan - Reference implementation of mdspan targeting C++23
firefox-translations - Firefox Translations is a webextension that enables client side translations for web browsers.
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
firefox-translations-training - Training pipelines for Firefox Translations neural machine translation models
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
berga-translator - A browser extension that provides client-sided translation via the Bergamot Project
ArrayFire - ArrayFire: a general purpose GPU library.
tagtransfer - Evaluations for tag-transfer in bergamot
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
firefox-translations-models - CPU-optimized Neural Machine Translation models for Firefox Translations