https://github.com/mitre/jfairseq

A java fairseq runtime.
https://github.com/mitre/jfairseq

fairseq java machine-translation pytorch torchscript

Last synced: 9 months ago
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A java fairseq runtime.

• Host: GitHub
• URL: https://github.com/mitre/jfairseq
• Owner: mitre
• License: apache-2.0
• Created: 2021-01-11T12:55:17.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2021-02-01T21:16:34.000Z (about 5 years ago)
• Last Synced: 2025-04-01T14:37:35.002Z (12 months ago)
• Topics: fairseq, java, machine-translation, pytorch, torchscript
• Language: Java
• Homepage:
• Size: 18.6 KB
• Stars: 6
• Watchers: 7
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# jFairseq: a Java frontend for fairseq Scripted Models

![Build](https://github.com/mitre/jfairseq/workflows/Build/badge.svg)

## Motivation

This repo serves to provide limited Java runtime support for scripted [fairseq](https://github.com/pytorch/fairseq/) translation models. 

## Installation

To build this repo, the following repos must first be published to the local Maven repository:

- [sentencepiece-jni](https://github.com/levyfan/sentencepiece-jni)

- [jFastBPE](https://github.com/mitre/jfastbpe)

Once this is done, jFairseq can be built by issuing `sbt clean compile package`.

## Tests

Tests can be run by issuing `sbt  test`.

## Authors

- [Elijah Rippeth](mailto:erippeth@mitre.org)