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Dmitry43243242/
icd10-ru-chapter-teacher-cointegrated_rubert_tiny2

Name: icd10-ru-chapter-teacher-cointegrated_rubert_tiny2
Availability: InStock

knowledge-distillation-teacher

text-embeddings-inference

endpoints_compatible

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ICD-10 Russian Chapter Teacher: cointegrated/rubert-tiny2

Fine-tuned BERT-family teacher model for Russian ICD-10 chapter/group prediction. This model is exported from train_extended_models.ipynb as teacher #4 of top-5, selected by validation Top-3 accuracy.

Base model: cointegrated/rubert-tiny2
Repo: Dmitry43243242/icd10-ru-chapter-teacher-cointegrated_rubert_tiny2
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	0.6719	0.8637	0.3590	0.6638
Test	0.6866	0.8556	0.3530	0.6797

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

Dmitry43243242/icd10-ru-chapter-teacher-cointegrated_rubert_tiny2

ICD-10 Russian Chapter Teacher: cointegrated/rubert-tiny2

Metrics

Dmitry43243242/
icd10-ru-chapter-teacher-cointegrated_rubert_tiny2