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Marian NMT

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Marian NMT

Free

MIT-licensed neural machine translation framework · no usage limits stated

Every plan, in full

On the record

API access
Yesmarian-nmt.github.io · read 22 Sep 2026
Deployment
Marian can be compiled statically, and its features page says the resulting binary can be copied and used elsewhere.marian-nmt.github.io · read 12 Oct 2026
Document translation
Nomarian-nmt.github.io · read 22 Sep 2026
Glossary tools
Nomarian-nmt.github.io · read 22 Sep 2026
Implementation
The framework uses a pure C++ implementation and is described as having minimal dependencies.marian-nmt.github.io · read 12 Oct 2026
Integrations
The documentation describes using Intel MKL or OpenBLAS for CPU builds and CUDA for GPU builds.marian-nmt.github.io · read 12 Oct 2026
Intended users
The site describes Marian as being used by companies, organizations, and research projects, and provides tools for training and translating with custom models.marian-nmt.github.io · read 12 Oct 2026
License
Marian is released under the permissive MIT open-source license.marian-nmt.github.io · read 12 Oct 2026
Model architectures
Supported model types include deep RNNs, Transformers, and multi-source models.marian-nmt.github.io · read 12 Oct 2026
Purpose
Marian is a neural machine translation framework written in C++.marian-nmt.github.io · read 12 Oct 2026
Support
The project directs users to its Google discussion group and GitHub issue trackers for questions and issues.marian-nmt.github.io · read 12 Oct 2026
Training features
Training features include built-in SentencePiece processing, dynamic mini-batches, regularization, and transfer learning.marian-nmt.github.io · read 12 Oct 2026
Translation and training
Marian supports multi-GPU training and translation on GPU or CPU.marian-nmt.github.io · read 12 Oct 2026
Translation memory
Nomarian-nmt.github.io · read 22 Sep 2026
Translation tools
The toolkit includes a decoder for CPU and GPU translation, a scorer for rescoring text and n-best lists, and a WebSocket server that provides translation service.marian-nmt.github.io · read 12 Oct 2026
Website translation
Nomarian-nmt.github.io · read 22 Sep 2026

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