MTranServer
Mini Translation Server
A high-performance offline translation server with minimal resource requirements - runs on CPU with just 1GB memory, no GPU needed. Average response time of 50ms per request.
Translation quality comparable to Google Translate.
Note: This model prioritizes performance optimization, so translation quality may not match that of large language models.
Comparison with Similar Projects (CPU, English to Chinese)
| Project Name | Memory Usage | Concurrency | Translation Quality | Speed | Additional Info |
|---|---|---|---|---|---|
| facebook/nllb-200-distilled-600M | Very High | Poor | Average | Slow | Android's RTranslator has optimizations but still has high resource usage and slower speed |
| LibreTranslate | Very High | Average | Average | Medium | Mid-range CPU: 3 sentences/s, high-end CPU: 15-20 sentences/s. Details |
| OPUS-MT | High | Average | Below Average | Fast | Performance Benchmarks |
| MTranServer (This Project) | Low | High | Average | Ultra Fast | 50ms average response time per request |
*Note: Non-rigorous testing, non-quantized version comparison, for reference only.
Docker Compose Server Deployment
Currently only supports Docker deployment on amd64 architecture CPUs.
Support for ARM and RISC-V architectures is under development 😳
Usage
Currently available through browser extensions: Immersive Translation and Kiss Translator.
Client Version
Service core, Windows and Mac client versions (MTranServerCore) are under development (not yet public).
Support the Project
WeChat: x-xnuo
X: @realxxnuo
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