ADMEDTAGGER: an annotation framework for distillation of expert knowledge for the Polish medical language

In three linesAnnotation framework using multilingual Llama3.1 as teacher model to distill expert knowledge for medical text tagging in Polish. DistilBERT achieves F1 > 0.80 across 5 clinical categories (Radiology, Oncology, Cardiology, Hypertension, Pathology) with 500× fewer parameters and 300× lower GPU VRAM than LLMs.

Summary generated by Claude — human-verified