aoiandroid / translategemma-4b-it-coreml

huggingface.co
Total runs: 27
24-hour runs: 1
7-day runs: -1
30-day runs: 14
Model's Last Updated: March 17 2026
text-generation

Introduction of translategemma-4b-it-coreml

Model Details of translategemma-4b-it-coreml

Stateful TranslateGemma 4B IT (Core ML)

Stateful Core ML export of google/translategemma-4b-it with KV-cache states for incremental decoding on Apple platforms.

Included Files
  • StatefulTranslateGemma4BITFP16.mlpackage
  • StatefulTranslateGemma4BITInt8PerChannel.mlpackage
  • StatefulTranslateGemma4BITInt4PerChannel.mlpackage
  • convert_stateful_translategemma_coreml.py
  • NOTICE
Model Interface

Inputs:

  • inputIds : int32 , shape (1, queryLength)
  • fullAttentionMask : float16 , shape (1, 1, queryLength, endStep)
  • slidingAttentionMask : float16 , shape (1, 1, queryLength, endStep)

States:

  • keyCache : float16 , shape (layers, 1, kvHeads, maxContext, headDim)
  • valueCache : float16 , same shape as keyCache

Output:

  • logits : float16
Conversion Notes
  • Conversion target: iOS 18+ ( ct.target.iOS18 )
  • Stateful export via Core ML states ( ct.StateType )
  • Gemma3 mixed-attention export with explicit fullAttentionMask and slidingAttentionMask inputs
  • StatefulTranslateGemma4BITFP16.mlpackage : smallest stable FP16-focused artifact
  • StatefulTranslateGemma4BITInt8PerChannel.mlpackage : working balanced-size quantized variant
  • StatefulTranslateGemma4BITInt4PerChannel.mlpackage : smallest working quantized variant validated in short decode runs
Base Model and License

This repository contains a converted derivative of Gemma model weights. Use is subject to Gemma license terms and policies.

Runs of aoiandroid translategemma-4b-it-coreml on huggingface.co

27
Total runs
1
24-hour runs
-3
3-day runs
-1
7-day runs
14
30-day runs

More Information About translategemma-4b-it-coreml huggingface.co Model

More translategemma-4b-it-coreml license Visit here:

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translategemma-4b-it-coreml huggingface.co

translategemma-4b-it-coreml huggingface.co is an AI model on huggingface.co that provides translategemma-4b-it-coreml's model effect (), which can be used instantly with this aoiandroid translategemma-4b-it-coreml model. huggingface.co supports a free trial of the translategemma-4b-it-coreml model, and also provides paid use of the translategemma-4b-it-coreml. Support call translategemma-4b-it-coreml model through api, including Node.js, Python, http.

translategemma-4b-it-coreml huggingface.co Url

https://huggingface.co/aoiandroid/translategemma-4b-it-coreml

aoiandroid translategemma-4b-it-coreml online free

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aoiandroid translategemma-4b-it-coreml online free url in huggingface.co:

https://huggingface.co/aoiandroid/translategemma-4b-it-coreml

translategemma-4b-it-coreml install

translategemma-4b-it-coreml is an open source model from GitHub that offers a free installation service, and any user can find translategemma-4b-it-coreml on GitHub to install. At the same time, huggingface.co provides the effect of translategemma-4b-it-coreml install, users can directly use translategemma-4b-it-coreml installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

translategemma-4b-it-coreml install url in huggingface.co:

https://huggingface.co/aoiandroid/translategemma-4b-it-coreml

Url of translategemma-4b-it-coreml

translategemma-4b-it-coreml huggingface.co Url

Provider of translategemma-4b-it-coreml huggingface.co

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