{"id":15296169,"url":"https://github.com/marian-nmt/marian-dev","last_synced_at":"2025-05-15T10:06:27.714Z","repository":{"id":10529029,"uuid":"57997461","full_name":"marian-nmt/marian-dev","owner":"marian-nmt","description":"Fast Neural Machine Translation in C++ - development repository","archived":false,"fork":false,"pushed_at":"2024-10-18T22:48:14.000Z","size":19585,"stargazers_count":271,"open_issues_count":129,"forks_count":129,"subscribers_count":43,"default_branch":"master","last_synced_at":"2025-04-14T16:57:34.130Z","etag":null,"topics":["cpp11","cuda","fast","gpu-acceleration","neural-machine-translation"],"latest_commit_sha":null,"homepage":"https://marian-nmt.github.io","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/marian-nmt.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-05-03T19:48:17.000Z","updated_at":"2025-04-10T00:54:56.000Z","dependencies_parsed_at":"2023-11-07T07:22:57.826Z","dependency_job_id":"2a9f3dbf-b3a3-441d-8842-aedce9e6ffcd","html_url":"https://github.com/marian-nmt/marian-dev","commit_stats":{"total_commits":4087,"total_committers":77,"mean_commits":"53.077922077922075","dds":0.7125030584781014,"last_synced_commit":"65bf82ffce52f4854295d8b98482534f176d494e"},"previous_names":[],"tags_count":16,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marian-nmt%2Fmarian-dev","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marian-nmt%2Fmarian-dev/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marian-nmt%2Fmarian-dev/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marian-nmt%2Fmarian-dev/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/marian-nmt","download_url":"https://codeload.github.com/marian-nmt/marian-dev/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254319718,"owners_count":22051072,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cpp11","cuda","fast","gpu-acceleration","neural-machine-translation"],"created_at":"2024-09-30T18:09:38.213Z","updated_at":"2025-05-15T10:06:27.688Z","avatar_url":"https://github.com/marian-nmt.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"Marian\n======\n\n[![Ubuntu](https://github.com/marian-nmt/marian-dev/actions/workflows/ubuntu.yml/badge.svg)](https://github.com/marian-nmt/marian-dev/actions/workflows/ubuntu.yml)\n[![Windows](https://github.com/marian-nmt/marian-dev/actions/workflows/windows.yml/badge.svg)](https://github.com/marian-nmt/marian-dev/actions/workflows/windows.yml)\n[![MacOS](https://github.com/marian-nmt/marian-dev/actions/workflows/macos.yml/badge.svg)](https://github.com/marian-nmt/marian-dev/actions/workflows/macos.yml)\n[![Latest release](https://img.shields.io/github/release/marian-nmt/marian.svg?label=release)](https://github.com/marian-nmt/marian/releases)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE.md)\n[![Twitter](https://img.shields.io/twitter/follow/marian_nmt.svg?style=social)](https://twitter.com/intent/follow?screen_name=marian_nmt)\n\n*Marian* is an efficient Neural Machine Translation framework written in pure\nC++ with minimal dependencies.\n\nNamed in honour of Marian Rejewski, a Polish mathematician and cryptologist.\n\nMain features:\n\n- Efficient pure C++ implementation\n- Fast multi-GPU training and GPU/CPU translation\n- State-of-the-art NMT architectures: deep RNN and transformer\n- Permissive open source license (MIT)\n- [more detail...](https://marian-nmt.github.io/features)\n\nIf you use this, please cite:\n\nMarcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth\nHeafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay\nBogoychev, André F. T. Martins, Alexandra Birch (2018). Marian: Fast Neural\nMachine Translation in C++ (http://www.aclweb.org/anthology/P18-4020)\n\n    @InProceedings{mariannmt,\n        title     = {Marian: Fast Neural Machine Translation in {C++}},\n        author    = {Junczys-Dowmunt, Marcin and Grundkiewicz, Roman and\n                     Dwojak, Tomasz and Hoang, Hieu and Heafield, Kenneth and\n                     Neckermann, Tom and Seide, Frank and Germann, Ulrich and\n                     Fikri Aji, Alham and Bogoychev, Nikolay and\n                     Martins, Andr\\'{e} F. T. and Birch, Alexandra},\n        booktitle = {Proceedings of ACL 2018, System Demonstrations},\n        pages     = {116--121},\n        publisher = {Association for Computational Linguistics},\n        year      = {2018},\n        month     = {July},\n        address   = {Melbourne, Australia},\n        url       = {http://www.aclweb.org/anthology/P18-4020}\n    }\n\n## Amun\n\nThe handwritten decoder for RNN models compatible with Marian and Nematus has\nbeen superseded by the Marian decoder. The code is available in a separate\nrepository: https://github.com/marian-nmt/amun\n\n## Website\n\nMore information on https://marian-nmt.github.io\n\n- [Quick start](https://marian-nmt.github.io/quickstart)\n- [Installation and usage documentation](https://marian-nmt.github.io/docs)\n- [Usage examples](https://marian-nmt.github.io/examples)\n\n## Acknowledgements\n\nThe development of Marian received funding from the European Union's\n_Horizon 2020 Research and Innovation Programme_ under grant agreements\n688139 ([SUMMA](http://www.summa-project.eu); 2016-2019),\n645487 ([Modern MT](http://www.modernmt.eu); 2015-2017),\n644333 ([TraMOOC](http://tramooc.eu/); 2015-2017),\n644402 ([HiML](http://www.himl.eu/); 2015-2017),\n825303 ([Bergamot](https://browser.mt/); 2019-2021),\nthe European Union's Connecting Europe Facility project\n2019-EU-IA-0045 ([User-focused Marian](https://marian-project.eu); 2020-2022),\nthe Amazon Academic Research Awards program,\nthe World Intellectual Property Organization,\nand is based upon work supported in part by the Office of the Director of\nNational Intelligence (ODNI), Intelligence Advanced Research Projects Activity\n(IARPA), via contract #FA8650-17-C-9117.\n\nThis software contains source code provided by NVIDIA Corporation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarian-nmt%2Fmarian-dev","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarian-nmt%2Fmarian-dev","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarian-nmt%2Fmarian-dev/lists"}