OPUS-MT-train

(β˜… 405)

Training open neural machine translation models

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Download Latest Version (.zip)

Showing a partial file list β€” download the zip above to see everything.

  • .gitmodules
  • Dockerfile.cpu
  • Dockerfile.gpu
  • LICENSE
  • Makefile
  • NOTES.md
  • README.md
  • requirements.txt
  • TODO.md

πŸš€ Installation Guide

1. Get the code
git clone https://github.com/Helsinki-NLP/OPUS-MT-train

Downloads the entire project code from GitHub to your computer.

cd OPUS-MT-train

Moves into the project folder you just downloaded.

2. Docker

Easy Recommended
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -f Dockerfile.cpu -t opus-mt-train .

Builds a runnable image based on the Dockerfile.

docker run -p 8080:80 opus-mt-train

Runs the built image as an actual container.

βœ… Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

3. Python

Easy
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.
pip install -r requirements.txt

Installs the Python libraries listed in requirements.txt (or similar).

python <μ‹€ν–‰ν•  파일λͺ…>.py # READMEμ—μ„œ μ •ν™•ν•œ μ‹€ν–‰ 파일λͺ…을 ν™•μΈν•˜μ„Έμš”

Runs the Python script (or module).

βœ… If it runs without errors and prints output in the terminal, it worked.

4. Make

Medium
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make install

Compiles the code based on the generated build configuration to produce an executable.

make SRCLANGS="fi et" TRGLANGS="da sv en" train

Compiles the code based on the generated build configuration to produce an executable.

make SRCLANGS="fi et" TRGLANGS="da sv en" eval

Compiles the code based on the generated build configuration to produce an executable.

make SRCLANGS="fi et" TRGLANGS="da sv en" release

Compiles the code based on the generated build configuration to produce an executable.

βœ… If it finishes without errors, it worked. Try running the generated executable directly.

Pulled directly from this repo's README.

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