| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - xshubhamx/InLegalBERT | |
| - xshubhamx/legal-bert-base-uncased | |
| ## Metrics | |
| - loss: 0.6542 | |
| - accuracy: 0.8397 | |
| - precision: 0.8389 | |
| - recall: 0.8397 | |
| - precision_macro: 0.7972 | |
| - recall_macro: 0.7630 | |
| - macro_fpr: 0.0140 | |
| - weighted_fpr: 0.0135 | |
| - weighted_specificity: 0.9785 | |
| - macro_specificity: 0.9879 | |
| - weighted_sensitivity: 0.8397 | |
| - macro_sensitivity: 0.7630 | |
| - f1_micro: 0.8397 | |
| - f1_macro: 0.7711 | |
| - f1_weighted: 0.8376 | |
| - runtime: 23.8413 | |
| - samples_per_second: 54.1500 | |
| - steps_per_second: 6.7950 | |
| # UNTRAINED-InLegal-InLegal-legal-merge-ties-d-053-w-050 | |
| UNTRAINED-InLegal-InLegal-legal-merge-ties-d-053-w-050 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: 0.53 | |
| weight: 0.5 | |
| - model: xshubhamx/legal-bert-base-uncased | |
| parameters: | |
| density: 0.53 | |
| weight: 0.5 | |
| merge_method: ties | |
| base_model: xshubhamx/REAL-InLegalBERT | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |
| ``` |