| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - xshubhamx/InLegalBERT | |
| - xshubhamx/legal-bert-base-uncased | |
| ## Metrics | |
| - loss: 0.6716 | |
| - accuracy: 0.8311 | |
| - precision: 0.8360 | |
| - recall: 0.8311 | |
| - precision_macro: 0.8087 | |
| - recall_macro: 0.7487 | |
| - macro_fpr: 0.0147 | |
| - weighted_fpr: 0.0143 | |
| - weighted_specificity: 0.9782 | |
| - macro_specificity: 0.9873 | |
| - weighted_sensitivity: 0.8311 | |
| - macro_sensitivity: 0.7487 | |
| - f1_micro: 0.8311 | |
| - f1_macro: 0.7619 | |
| - f1_weighted: 0.8300 | |
| - runtime: 22.4576 | |
| - samples_per_second: 57.4860 | |
| - steps_per_second: 7.2140 | |
| # InLegal-legal-merge-ties-new | |
| InLegal-legal-merge-ties-new 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: 0.5 | |
| weight: 0.5 | |
| - model: xshubhamx/legal-bert-base-uncased | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 | |
| merge_method: ties | |
| base_model: xshubhamx/InLegalBERT | |
| parameters: | |
| normalize: false | |
| int8_mask: true | |
| dtype: float16 | |
| ``` |