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开源软件名称:mozilla/firefox-translations-models开源软件地址:https://github.com/mozilla/firefox-translations-models开源编程语言:Shell 69.6%开源软件介绍:Firefox Translations modelsCPU-optimized NMT models for Firefox Translations. The model files are hosted using Git LFS. prod - production quality models dev - test models under development (can be of low quality or speed). When a dev model has satisfactory quality, it is moved to prod. Automatic quality evaluationAutomatic evaluation is a part of pull request CI. It uses Microsoft and Google translation APIs and pushes results back to the branch (not available for forks). It is performed using firefox-translations-evaluation tool. Model trainingUse Firefox Translations training pipeline or browsermt/students recipe to train CPU-optimized models. They should have similar size and inference speed to already submitted models. Training dataDo not use SacreBLEU or Flores datasets as a part of training data, otherwise evaluation will not be correct. To see SacreBLEU datasets run Model contributionAll models should be contributed to By maintainersCreate a pull Request to From forksCreate a Pull Request to Local testingYou can run model evaluation locally by running Model deploymentCreate a new release with a version tag The models will be automatically uploaded to GCS bucket Currently supported LanguagesProd
Dev
Upcoming
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2023-10-27
2022-08-15
2022-08-17
2022-09-23
2022-08-13
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