| base_model: | |
| - TareksLab/L2-MERGE2a | |
| - TareksLab/L2-MERGE4 | |
| - TareksLab/L-BASE-V1 | |
| - TareksLab/L2-MERGE3 | |
| - TareksLab/L2-MERGE1 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| 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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [TareksLab/L-BASE-V1](https://huggingface.co/TareksLab/L-BASE-V1) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [TareksLab/L2-MERGE2a](https://huggingface.co/TareksLab/L2-MERGE2a) | |
| * [TareksLab/L2-MERGE4](https://huggingface.co/TareksLab/L2-MERGE4) | |
| * [TareksLab/L2-MERGE3](https://huggingface.co/TareksLab/L2-MERGE3) | |
| * [TareksLab/L2-MERGE1](https://huggingface.co/TareksLab/L2-MERGE1) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: TareksLab/L2-MERGE4 | |
| parameters: | |
| weight: | |
| - filter: self_attn | |
| value: [0.3, 0.1, 0.2] | |
| - filter: mlp | |
| value: [0.4, 0.2, 0.1] | |
| - value: 0.2 | |
| density: 0.7 | |
| lambda: 1.05 | |
| - model: TareksLab/L2-MERGE2a | |
| parameters: | |
| weight: | |
| - filter: self_attn | |
| value: [0.2, 0.1, 0.3] | |
| - filter: mlp | |
| value: [0.3, 0.1, 0.2] | |
| - value: 0.2 | |
| density: 0.65 | |
| lambda: 1.05 | |
| - model: TareksLab/L2-MERGE3 | |
| parameters: | |
| weight: | |
| - filter: self_attn | |
| value: [0.1, 0.3, 0.1] | |
| - filter: mlp | |
| value: [0.2, 0.3, 0.1] | |
| - value: 0.2 | |
| density: 0.6 | |
| lambda: 1.05 | |
| - model: TareksLab/L2-MERGE1 | |
| parameters: | |
| weight: | |
| - filter: self_attn | |
| value: [0.2, 0.2, 0.1] | |
| - filter: mlp | |
| value: [0.1, 0.2, 0.2] | |
| - value: 0.2 | |
| density: 0.6 | |
| lambda: 1 | |
| - model: TareksLab/L-BASE-V1 | |
| parameters: | |
| weight: | |
| - filter: self_attn | |
| value: [0.1, 0.3, 0.3] | |
| - filter: mlp | |
| value: [0.1, 0.2, 0.4] | |
| - value: 0.2 | |
| density: 0.55 | |
| lambda: 1 | |
| base_model: TareksLab/L-BASE-V1 | |
| merge_method: dare_ties | |
| parameters: | |
| normalize: false | |
| pad_to_multiple_of: 4 | |
| tokenizer: | |
| source: base | |
| chat_template: llama3 | |
| dtype: bfloat16 | |
| ``` | |