# ESI 345 Adapter

This repository contains the `ESI 345` adapter developed for Adil's final year project on Emergency Severity Index triage classification.

## Overview

- Task: identify ESI level 3, 4, and 5 presentations
- Training data: MITC-style triage dataset used in the project 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.