Instructions to use atlas-associates/TranslateGemma-4B-IT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use atlas-associates/TranslateGemma-4B-IT with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Add README with attribution to Google + upstream litert-community
Browse files
README.md
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---
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license: gemma
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base_model: google/translategemma-4b-it
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pipeline_tag: text-generation
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tags:
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- translation
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- on-device
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- mediapipe
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- litert
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- gemma
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- flutter_gemma
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library_name: mediapipe
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---
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# atlas-associates/TranslateGemma-4B-IT
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This repository is a **mirror / redistribution** of [`litert-community/TranslateGemma-4B-IT`](https://huggingface.co/litert-community/TranslateGemma-4B-IT) provided under the [Gemma license](https://ai.google.dev/gemma/terms).
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## Why this mirror exists
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[Arc](https://www.atlasassociates.io/) — a privacy-first end-to-end-encrypted messenger — uses TranslateGemma 4B as the on-device translation engine ("Rosetta") via the `flutter_gemma` package + MediaPipe LLM Inference. The upstream `litert-community` repository is **gated** (requires a Hugging Face login + Gemma license acknowledgement per user). Distributing the model through this mirror lets Arc download the model from end users' devices without bundling a Hugging Face access token in the Arc app or in app-config Firestore.
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By downloading the model file from this mirror, you implicitly accept the upstream Gemma license terms. Atlas Associates Inc. acts only as a distribution mirror; the model weights are the property of Google.
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## Attribution
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| Item | Source |
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|---|---|
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| Original model weights | Google ([`google/translategemma-4b-it`](https://huggingface.co/google/translategemma-4b-it)) |
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| LiteRT-LM `.task` packaging | Google AI Edge / LiteRT community ([`litert-community/TranslateGemma-4B-IT`](https://huggingface.co/litert-community/TranslateGemma-4B-IT)) |
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| License | [Gemma Terms of Use](https://ai.google.dev/gemma/terms) |
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| Mirror operator | Atlas Associates Inc. (this repository) |
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## Files
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| File | Size | Format | Notes |
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|---|---|---|---|
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| `translategemma-4b-it-int8-web.task` | ~3.63 GiB | MediaPipe LiteRT `.task` (int8, GPU/CPU) | Verbatim copy of the upstream file (`sha256` matches upstream). |
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## Usage
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This file is consumed by the [`flutter_gemma`](https://pub.dev/packages/flutter_gemma) package via:
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```dart
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await FlutterGemma.installModel(modelType: ModelType.gemmaIt)
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.fromNetwork(
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'https://huggingface.co/atlas-associates/TranslateGemma-4B-IT/resolve/main/translategemma-4b-it-int8-web.task',
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foreground: true,
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)
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.install();
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```
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The model runs entirely on-device — no data is sent to any server during inference. See [Rosetta on-device translation in Arc](https://www.atlasassociates.io/arc) for the user-facing product context.
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## License
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Gemma — see [https://ai.google.dev/gemma/terms](https://ai.google.dev/gemma/terms) and the `LICENSE` file in this repository.
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By downloading, you agree to the Gemma Terms of Use as specified by Google. The terms include responsible-use commitments and prohibited-use limitations that you must read and comply with.
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## Contact
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Issues with the **mirror itself** (broken file, missing version, takedown requests):
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- [Atlas Associates Inc. contact](https://www.atlasassociates.io/)
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- Open an issue on [GitHub: Atlas-Associates-Inc/Arc-V2](https://github.com/Atlas-Associates-Inc/Arc-V2/issues)
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Issues with the **model behavior** (translation quality, performance):
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- Refer upstream: [`google/translategemma-4b-it`](https://huggingface.co/google/translategemma-4b-it) and [`litert-community/TranslateGemma-4B-IT`](https://huggingface.co/litert-community/TranslateGemma-4B-IT).
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