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Dmitry43243242/
icd10-ru-chapter-teacher-deeppavlov_rubert_base_cased

knowledge-distillation-teacher

text-embeddings-inference

endpoints_compatible

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ICD-10 Russian Chapter Teacher: DeepPavlov/rubert-base-cased

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

Base model: DeepPavlov/rubert-base-cased
Repo: Dmitry43243242/icd10-ru-chapter-teacher-deeppavlov_rubert_base_cased
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	0.6851	0.8575	0.4099	0.6818
Test	0.6875	0.8724	0.3695	0.6867

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

Dmitry43243242/icd10-ru-chapter-teacher-deeppavlov_rubert_base_cased

ICD-10 Russian Chapter Teacher: DeepPavlov/rubert-base-cased

Metrics

Dmitry43243242/
icd10-ru-chapter-teacher-deeppavlov_rubert_base_cased