Modelpublic

xshubhamx/legal-InLegal-merge-dare_ties

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Model Card

Metrics

—loss: 0.9428
—accuracy: 0.8265
—precision: 0.8391
—recall: 0.8265
—precision_macro: 0.8497
—recall_macro: 0.7568
—macro_fpr: 0.0151
—weighted_fpr: 0.0148
—weighted_specificity: 0.9777
—macro_specificity: 0.9869
—weighted_sensitivity: 0.8265
—macro_sensitivity: 0.7568
—f1_micro: 0.8265
—f1_macro: 0.7735
—f1_weighted: 0.8266
—runtime: 19.1857
—samplespersecond: 67.2900
—stepspersecond: 8.4440

legal-InLegal-merge-passthrough

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

—xshubhamx/InLegalBERT

🧩 Configuration

yaml

models:
  - model: xshubhamx/legal-bert-base-uncased
    # No parameters necessary for base model
  - model: xshubhamx/InLegalBERT
    parameters:
      density: 0.53
      weight: 1
merge_method: dare_ties
base_model: xshubhamx/legal-bert-base-uncased
parameters:
  int8_mask: true
dtype: bfloat16