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TranslateGemma

TranslateGemma

Open translation on Google models, supporting 55 languages

Website blog.google
Overview

What it is

TranslateGemma is a new suite of open AI translation models built on Google’s Gemma 3. It enables high-quality communication across 55 languages, combining strong accuracy with exceptional efficiency. Designed to run on mobile, local devices, and cloud environments without compromising performance.

Intent

I need it when

Translate text across diverse language families including low-resource languages

TranslateGemma supports 55 rigorously evaluated languages plus nearly 500 additional language pairs, with training on both human-translated and high-quality synthetic data from Gemini models, enabling reliable translation even for underrepresented languages.

Translate text within images for multilingual document and visual content processing

TranslateGemma retains Gemma 3's multimodal capabilities, allowing developers to translate text embedded in images without separate fine-tuning, improving accessibility for visual content across languages.

Build research-grade translation systems with minimal computational overhead

The 12B TranslateGemma model outperforms Gemma 3 27B baseline using less than half the parameters, allowing researchers and developers to achieve state-of-the-art translation quality on consumer laptops and standard cloud infrastructure.

Fine-tune translation models for specific language pairs or domain-specific terminology

TranslateGemma is designed as a robust foundation for further adaptation, enabling researchers to fine-tune models for custom language pairs or improve quality for low-resource languages using their own parallel data.

Deploy efficient translation models on mobile and edge devices

TranslateGemma's 4B model is optimized for mobile and edge deployment, enabling developers to run high-quality translation locally without cloud dependency, reducing latency and improving privacy for end users.

Drop

Not a fit when

  • User requires proprietary, closed-source translation models with vendor support contracts
  • Organization needs real-time cloud-hosted translation API with managed infrastructure and SLAs
  • User lacks technical expertise to deploy, fine-tune, or manage open-source models independently
  • Project requires translation for languages outside the 55 rigorously evaluated language pairs without community validation
  • Use case demands commercial liability insurance or vendor indemnification for translation accuracy
Commercials

Pricing

Open source, free to download and deploy