AutoML Translation API is deprecated and will no longer be available on Google Cloud after September 30, 2025. The functionality and management of custom models is available through Cloud Translate API - Advanced (v3).
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AutoML Translation lets you create custom translation models. These
custom models return results from translation queries that are specific
to your domain.
If you don't need a custom model solution, the Translation
API provides translations for over 100 languages.
In this section
Before you begin -
Information on setting up a Google Cloud project that you
can use with AutoML Translation.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[],[],null,["# AutoML Translation\n\n| **Note:** Models created after GA using Google NMT as the base model will run on TPUs and a more advanced training architecture. Predictions will be served faster, and quality should be on par with previous results, or even improved. Customer data sets may vary.\n\nAutoML Translation lets you create custom translation models. These\ncustom models return results from translation queries that are specific\nto your domain.\n\nIf you don't need a custom model solution, the [Translation\nAPI](/translate/docs) provides translations for over 100 languages.\n\nIn this section\n---------------\n\n- [Before you begin](/translate/automl/docs/before-you-begin) - Information on setting up a Google Cloud project that you can use with AutoML Translation.\n- [Preparing your training data](/translate/automl/docs/prepare) - Information on preparing and formatting training data for AutoML Translation.\n- [Creating datasets](/translate/automl/docs/datasets), [training models](/translate/automl/docs/models), and [evaluating results](/translate/automl/docs/evaluating) - How to complete the main steps in creating your custom model.\n- [Translating content](/translate/automl/docs/predict) - Using your custom model to translate content.\n- [REST Reference](/automl/docs/reference/rest)\n- [RPC Reference](/automl/docs/reference/rpc)\n\nDiscussion group/feedback\n-------------------------\n\nYou can view discussions and post questions and feedback to the\n[AutoML Translation discussion group](https://groups.google.com/forum/#!forum/google-translate-api)."]]