souvik-nlp
/

DualMedBert

Text Classification

knowledge-distillation

disease-classification

Model card Files Files and versions

Commit History

Add goals, usecases, and limitations to model card

fb9d3e1
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souvik-nlp commited on May 25

Fix all_tied_weights_keys bug for newer transformers

3ad1e6d
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souvik-nlp commited on May 25

Cleanup: remove redundant weights, teacher folders, and move label map to config.json

b07dcd3
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souvik-nlp commited on May 25

Add standard model.safetensors so AutoModel can load directly

24aaaa6
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souvik-nlp commited on May 25

Add modeling_dualmedbert.py for custom architecture

27b6555
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souvik-nlp commited on May 25

Add configuration_dualmedbert.py for custom architecture

32199f2
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souvik-nlp commited on May 25

Add auto_map and dualmedbert config keys

5680a5a
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souvik-nlp commited on May 25

security: add student_weights.safetensors (safe replacement for pickle-based .pt)

d9a798b
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souvik-nlp commited on May 25

security: delete temperature_scaler.joblib (PAIT-PKI-100 pickle exploit risk)

1963b4b
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souvik-nlp commited on May 25

security: add safe JSON version of temperature scaler (T=0.9096)

58dc2e0
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souvik-nlp commited on May 25

Update README: accurate metrics from config.json, testing phase notice, full repo docs

7400b4a
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souvik-nlp commited on May 25

Delete tokenizer

9d6357b
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souvik-nlp commited on Mar 26

Delete xgb_calibrator.pkl

8c011b6
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souvik-nlp commited on Mar 26

Delete student_custom_model.pth

ebf7ce8
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souvik-nlp commited on Mar 26

Add plot: fig_shap_importance.png

c7f9955
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souvik-nlp commited on Mar 26

Add plot: fig6_loss_decomposition.png

acdbeda
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souvik-nlp commited on Mar 26

Add plot: fig5_calibrator_analysis.png

f939510
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souvik-nlp commited on Mar 26

Add plot: fig4_confusion_matrix.png

d45e0be
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souvik-nlp commited on Mar 26

Add plot: fig3_per_class_f1.png

439908d
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souvik-nlp commited on Mar 26

Add plot: fig2_model_comparison.png

fee2887
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souvik-nlp commited on Mar 26

Add plot: fig1_kd_training_dynamics.png

e2cd09b
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souvik-nlp commited on Mar 26

Upload temperature_scaler.joblib

37ce910
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souvik-nlp commited on Mar 26

Upload xgb_calibrator.json

59dc1ad
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souvik-nlp commited on Mar 26

Upload student_custom_model.pth

4bf3cb5
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souvik-nlp commited on Mar 26

DualMedBert upload | F1=0.8432 AUROC=0.8847 lat=11.1ms

d1e8397
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souvik-nlp commited on Mar 26

Upload temperature_scaler.joblib

2a224e9
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souvik-nlp commited on Mar 24

Upload xgb_calibrator.json

32f546c
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souvik-nlp commited on Mar 24

Upload student_custom_model.pth

7051fd7
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souvik-nlp commited on Mar 24

Add plot: fig_shap_importance.png

397c4fb
verified

souvik-nlp commited on Mar 24

Add plot: fig6_loss_decomposition.png

ffbd3aa
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souvik-nlp commited on Mar 24

Add plot: fig5_calibrator_analysis.png

98838b2
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souvik-nlp commited on Mar 24

Add plot: fig4_confusion_matrix.png

dc8bb84
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souvik-nlp commited on Mar 24

Add plot: fig3_per_class_f1.png

39e62b1
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souvik-nlp commited on Mar 24

Add plot: fig2_model_comparison.png

5ad138e
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souvik-nlp commited on Mar 24

Add plot: fig1_kd_training_dynamics.png

2cd0a35
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souvik-nlp commited on Mar 24

Upload temperature_scaler.joblib

6cc3ee1
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souvik-nlp commited on Mar 24

Upload xgb_calibrator.json

6496994
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souvik-nlp commited on Mar 24

Upload student_custom_model.pth

3777bcc
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souvik-nlp commited on Mar 24

Add DistilBERT tokenizer

12c73a5
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souvik-nlp commited on Mar 24

Add plot: fig_shap_importance.png

ecfdd73
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souvik-nlp commited on Mar 24

Add plot: fig6_loss_decomposition.png

40cc0a4
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souvik-nlp commited on Mar 24

Add plot: fig5_calibrator_analysis.png

92d4e5a
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souvik-nlp commited on Mar 24

Add plot: fig4_confusion_matrix.png

7d02143
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souvik-nlp commited on Mar 24

Add plot: fig3_per_class_f1.png

9ab42e7
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souvik-nlp commited on Mar 24

Add plot: fig2_model_comparison.png

575006c
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souvik-nlp commited on Mar 24

Add plot: fig1_kd_training_dynamics.png

9af9770
verified

souvik-nlp commited on Mar 24

DualMedBert upload | F1=0.8301 AUROC=0.8943 lat=11.1ms

d988df1
verified

souvik-nlp commited on Mar 24

Add plot: fig_shap_importance.png

520afc4
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souvik-nlp commited on Mar 24

Add plot: fig5_calibrator_analysis.png

8331291
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souvik-nlp commited on Mar 24

Add plot: fig2_model_comparison.png

7ab9bef
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souvik-nlp commited on Mar 24