| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - xshubhamx/InLegalBERT | |
| - xshubhamx/legal-bert-base-uncased | |
| ## Metrics | |
| - loss: 1.1158 | |
| - accuracy: 0.8265 | |
| - precision: 0.8268 | |
| - recall: 0.8265 | |
| - precision_macro: 0.8014 | |
| - recall_macro: 0.7830 | |
| - macro_fpr: 0.0153 | |
| - weighted_fpr: 0.0148 | |
| - weighted_specificity: 0.9773 | |
| - macro_specificity: 0.9869 | |
| - weighted_sensitivity: 0.8265 | |
| - macro_sensitivity: 0.7830 | |
| - f1_micro: 0.8265 | |
| - f1_macro: 0.7882 | |
| - f1_weighted: 0.8252 | |
| - runtime: 21.7379 | |
| - samples_per_second: 59.3890 | |
| - steps_per_second: 7.4520 | |
| # InLegal-legal-merge-ties | |
| InLegal-legal-merge-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
| * [xshubhamx/InLegalBERT](https://huggingface.co/xshubhamx/InLegalBERT) | |
| * [xshubhamx/legal-bert-base-uncased](https://huggingface.co/xshubhamx/legal-bert-base-uncased) | |
| ## 🧩 Configuration | |
| ```yaml | |
| models: | |
| - model: xshubhamx/InLegalBERT | |
| parameters: | |
| density: 1 | |
| weight: 1 | |
| - model: xshubhamx/legal-bert-base-uncased | |
| parameters: | |
| density: 1 | |
| weight: 1 | |
| merge_method: ties | |
| base_model: xshubhamx/InLegalBERT | |
| parameters: | |
| normalize: false | |
| int8_mask: true | |
| dtype: float16 | |
| ``` |