Modelpublic

xshubhamx/legal-InLegal-merge-ties

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Model Card

Metrics

—loss: 0.6616
—accuracy: 0.8443
—precision: 0.8473
—recall: 0.8443
—precision_macro: 0.8200
—recall_macro: 0.7913
—macro_fpr: 0.0134
—weighted_fpr: 0.0130
—weighted_specificity: 0.9802
—macro_specificity: 0.9883
—weighted_sensitivity: 0.8443
—macro_sensitivity: 0.7913
—f1_micro: 0.8443
—f1_macro: 0.7980
—f1_weighted: 0.8435
—runtime: 28.7426
—samplespersecond: 44.9160
—stepspersecond: 5.6360

legal-InLegal-merge-ties

legal-InLegal-merge-ties is a merge of the following models using mergekit:

—xshubhamx/legal-bert-base-uncased
—xshubhamx/InLegalBERT

🧩 Configuration

yaml

models:
  - model: xshubhamx/legal-bert-base-uncased
    parameters:
      density: 0.5
      weight: 0.5
  - model: xshubhamx/InLegalBERT
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: xshubhamx/legal-bert-base-uncased
parameters:
  normalize: false
  int8_mask: true
dtype: float16