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legal-InLegal-merge-linear
xshubhamx/legal-InLegal-merge-linear
legal-InLegal-merge-linear is a text classification model from xshubhamx. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
- loss: 0.9426 - accuracy: 0.8273 - precision: 0.8402 - recall: 0.8273 - precisionmacro: 0.8502 - recallmacro: 0.7573 - macrofpr: 0.0151 - weightedfpr: 0.0147 - weightedspecificity: 0.9778 - macrospecificity: 0.9870 -…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 20, 2024
- Updated
- Apr 20, 2024
- SHA
- 1d0269e1
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Model card
From the Hugging Face model README
Metrics
- loss: 0.9426
- accuracy: 0.8273
- precision: 0.8402
- recall: 0.8273
- precision_macro: 0.8502
- recall_macro: 0.7573
- macro_fpr: 0.0151
- weighted_fpr: 0.0147
- weighted_specificity: 0.9778
- macro_specificity: 0.9870
- weighted_sensitivity: 0.8273
- macro_sensitivity: 0.7573
- f1_micro: 0.8273
- f1_macro: 0.7739
- f1_weighted: 0.8274
- runtime: 29.7266
- samples_per_second: 43.4290
- steps_per_second: 5.4500
legal-InLegal-merge-linear
legal-InLegal-merge-linear is a merge of the following models using mergekit:
🧩 Configuration
models:
- model: xshubhamx/legal-bert-base-uncased
parameters:
weight: 1
- model: xshubhamx/InLegalBERT
parameters:
weight: 1
merge_method: linear
dtype: bfloat16
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 20, 2024
- Updated
- Apr 20, 2024