medgemma-ios-q4

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.