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compass-clinical-scribe
jasjot06/compass-clinical-scribe
compass-clinical-scribe is a machine learning model from jasjot06. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as other.
QLoRA adapter for OpenBioLLM-8B, fine-tuned with RAFT (retrieval-augmented fine-tuning) to generate structured SOAP notes from doctor-patient consultation transcripts.
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At a glance
- Library
- peft
- License
- other
- Access
- Public
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026
- SHA
- 69fbf0e9
Base models
Model card
From the Hugging Face model README
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.
- Library
- peft
- License
- other
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026