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TranslateLocally: Blazing-fast translation running on the local CPU

2021/09/21 by Nikolay Bogoychev, Bogoychev, Nikolay, Jelmer Van der Linde +3 · 1 voice
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis #cs.CL

paper · pdf · doi:10.48550/arxiv.2109.10194

openalex publication_date 2021/09/21 · arxiv published 2021/09/21 · arxiv updated 2021/09/21 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

Every day, millions of people sacrifice their privacy and browsing habits in exchange for online machine translation. Companies and governments with confidentiality requirements often ban online translation or pay a premium to disable logging. To bring control back to the end user and demonstrate speed, we developed translateLocally. Running locally on a desktop or laptop CPU, translateLocally delivers cloud-like translation speed and quality even on 10 year old hardware. The open-source software is based on Marian and runs on Linux, Windows, and macOS.

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