Portable Nutrition Guidance SLM (Q4)

Overview

This repository hosts a quantized on-device language model artifact for nutrition-guidance chat workflows. The artifact is packaged for local iOS runtime loading and does not require backend inference.

Intended use

Personal nutrition guidance conversations
Meal pattern coaching support
Educational wellness tips for non-emergency scenarios

Safety and medical disclaimer

This model is not a diagnostic or treatment system. It should not be used for emergency decisions, medication dosing, or definitive medical advice. Users should consult qualified clinicians for diagnosis and treatment decisions.

Known limitations

Outputs can still be incomplete, ambiguous, or incorrect.
Responses may underperform on rare edge cases outside training distribution.
Prompt phrasing can materially affect result quality and safety.

Artifact details

Version: medgemma-ios-q4-v9-fixture-calib
Download URL: https://huggingface.co/v-vovk/medgemma-ios-q4/resolve/main/medgemma-ios-q4-v9-fixture-calib.zip
SHA256: dd794a634204557bec6639351d4e3fcfaa5717aca8599f5d7af7a3b29398684b
Size (bytes): 2594347078

Evaluation expectations

Validate behavior against curated safety and hallucination checks before release.
Track real-world mismatch reports and feed corrected examples into the next training cycle.

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google/medgemma-1.5-4b-it

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