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MedGemma Tool ACE Adapter

This repository contains the MedGemma Tool ACE adapter developed for Adil's final year project on agentic Emergency Severity Index triage.

Overview

  • Task: improve tool-use behaviour for the project runtime
  • Training data: project-specific tool-calling traces and supervision data used in the experimental workflow
  • Method: parameter-efficient fine-tuning
  • Tooling: PEFT, Unsloth, and the Hugging Face TRL trainer

Notes

  • This repository contains an adapter, not a standalone base model.
  • The adapter is intended to be loaded on top of the compatible base model used during training.
  • It was produced as part of the experimental model development pipeline for the dissertation project.
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