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Dmitry43243242/icd10-ru-chapter-teacher-alexyalunin_rubiobert

sourceHugging Faceupdated 4mo agoView on Hugging Face

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Model Card

ICD-10 Russian Chapter Teacher: alexyalunin/RuBioBERT

Fine-tuned BERT-family teacher model for Russian ICD-10 chapter/group prediction. This model is exported from train_extended_models.ipynb as teacher #2 of top-5, selected by validation Top-3 accuracy.

—Base model: alexyalunin/RuBioBERT
—Repo: Dmitry43243242/icd10-ru-chapter-teacher-alexyalunin_rubiobert
—Labels: ICD-10 chapter letters, excluding U
—Intended use: teacher model for knowledge distillation and top-3 decision support

Metrics

Split	Top-1	Top-3	F1 macro	F1 weighted
Validation	0.7142	0.8760	0.4301	0.7083
Test	0.7377	0.8812	0.4028	0.7331

This is a decision-support model, not an automatic diagnosis system.