| base_model: | |
| - TareksLab/M-MERGE4 | |
| - TareksLab/M-MERGE3 | |
| - TareksLab/M-MERGE2 | |
| - TareksLab/M-BASE-SCE | |
| - TareksLab/M-MERGE1 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # LegionDL | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [TareksLab/M-BASE-SCE](https://huggingface.co/TareksLab/M-BASE-SCE) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [TareksLab/M-MERGE4](https://huggingface.co/TareksLab/M-MERGE4) | |
| * [TareksLab/M-MERGE3](https://huggingface.co/TareksLab/M-MERGE3) | |
| * [TareksLab/M-MERGE2](https://huggingface.co/TareksLab/M-MERGE2) | |
| * [TareksLab/M-MERGE1](https://huggingface.co/TareksLab/M-MERGE1) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: TareksLab/M-MERGE4 | |
| parameters: | |
| weight: 0.15 | |
| density: 0.7 | |
| epsilon: 0.2 | |
| lambda: 1.1 | |
| - model: TareksLab/M-MERGE3 | |
| parameters: | |
| weight: 0.20 | |
| density: 0.7 | |
| epsilon: 0.2 | |
| lambda: 1.1 | |
| - model: TareksLab/M-MERGE2 | |
| parameters: | |
| weight: 0.20 | |
| density: 0.7 | |
| epsilon: 0.2 | |
| lambda: 1.1 | |
| - model: TareksLab/M-MERGE1 | |
| parameters: | |
| weight: 0.25 | |
| density: 0.7 | |
| epsilon: 0.2 | |
| lambda: 1.1 | |
| - model: TareksLab/M-BASE-SCE | |
| parameters: | |
| weight: 0.20 | |
| density: 0.7 | |
| epsilon: 0.1 | |
| lambda: 1.0 | |
| merge_method: della_linear | |
| base_model: TareksLab/M-BASE-SCE | |
| parameters: | |
| normalize: false | |
| int8_mask: true | |
| dtype: bfloat16 | |
| chat_template: llama3 | |
| tokenizer: | |
| source: TareksLab/M-TOKENIZER-SCE | |
| ``` | |