aleehydar/clinicflow-llama-3.2-3b-medical

ClinicFlow — Llama 3.2 3B Medical SOAP Note Generator

Fine-tuned by @aleehydar using QLoRA.

What it does

Generates structured SOAP clinical notes from patient symptom descriptions. Trained on Pakistani-relevant conditions: Dengue, Typhoid, Malaria, TB, Pre-eclampsia, Pneumonia, Cardiac events, Diabetic emergencies.

How to use

from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
 
base = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-3B-Instruct")
model = PeftModel.from_pretrained(base, "aleehydar/clinicflow-llama-3.2-3b-medical")

Disclaimer

FOR EDUCATIONAL AND RESEARCH USE ONLY. Not a substitute for qualified medical professionals.