Opus-MT is an open-source machine translation system developed by Helsinki-NLP. It provides efficient and high-quality translations for hundreds of language pairs using the Marian NMT architecture. Opus-MT enables individuals, developers, and organizations to easily integrate multilingual translation into applications and workflows.

Features of Opus-MT:

• Supports hundreds of language pairs for versatile translation needs.
• Based on the Marian NMT architecture for fast and accurate neural machine translation.
• Pretrained on the OPUS dataset, providing domain-diverse and real-world text coverage.
• Easy integration with Python via Hugging Face Transformers library.
• Supports GPU acceleration for faster translation using PyTorch.
• Flexible deployment options: local models, server APIs, or cloud integration.
• Open-source and freely available, allowing customization and extension.
• Lightweight and scalable for both small scripts and large-scale production systems.

To check the version of Opus-MT run the following commands:
#pip show transformers

Disclaimer: Opus-MT is open-source software distributed under the Apache 2.0 License. It is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors of Opus-MT are not responsible for any damages, losses, or consequences resulting from its use. Users are encouraged to review licensing terms and comply with applicable regulations when using Opus-MT.