COMPASS — Clinical AI Scribe (QLoRA adapter)
QLoRA adapter for OpenBioLLM-8B, fine-tuned with RAFT (retrieval-augmented fine-tuning) to generate structured SOAP notes from doctor-patient consultation transcripts.
Submitted to O-COCOSDA 2026.
Results
| Metric | Score |
|---|---|
| BERTScore | 81.6 |
| ROUGE-L | 27.5 |
| BLEU | 17.8 |
Evaluated against clinician-written reference notes.
Usage
from peft import AutoPeftModelForCausalLM
from transformers import AutoTokenizer
model = AutoPeftModelForCausalLM.from_pretrained("jasjot06/compass-clinical-scribe")
tokenizer = AutoTokenizer.from_pretrained("jasjot06/compass-clinical-scribe")
Limitations
Research artifact. Not validated for clinical use, no regulatory clearance, and not intended for real patient documentation. No clinician rating study was conducted.
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