ESI 1 Adapter
This repository contains the ESI 1 adapter developed for Adil's final year project on Emergency Severity Index triage classification.
Overview
- Task: identify ESI level 1 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.