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xxnuo

MTranServer

xxnuo

An offline translation model server with ultra-low resource consumption and extremely fast speed, requiring no GPU, with an average response time of 50ms per request and support for major world languages, capable of private deployment.

v5.1.0
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3d ago
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Latest release

v5.1.0Oct 16, 2026, 12:32 PM
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README

Project Overview

MTranServer is an offline translation model server with ultra-low resource consumption and extremely fast speed, requiring no GPU. It has an average response time of 50ms per request and supports translation of major world languages. It is an end-to-end, high-speed, privately self-hosted free version of Google Translate.

Key Features

  • Ultra-low resource consumption, no GPU required
  • Average response time of 50ms per request
  • Supports major world languages
  • Private deployment capability
  • Docker image available

Target Audience

  • Users who need to privately deploy translation services
  • Privacy-conscious users with translation needs
  • Developers

Quick Start

  1. Pull the Docker image: docker pull xxnuo/mtranserver:latest
  2. Run the container: docker run -d --name mtranserver -p 8080:8080 -v ./models:/app/models xxnuo/mtranserver:latest
  3. Call the translation service via API

Core Advantages

  • Extremely low resource consumption, no GPU needed
  • Extremely fast response time (50ms)
  • Supports major languages
  • Private deployment for privacy
  • Open-source and free

System Requirements

  • OS: Cross-platform (via Docker)
  • Additional Dependencies: Docker

Release history

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