| base_model: | |
| - berkeley-nest/Starling-LM-7B-alpha | |
| - NousResearch/Nous-Hermes-2-Mistral-7B-DPO | |
| - senseable/WestLake-7B-v2 | |
| - openchat/openchat-3.5-0106 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged | |
| 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 task_swapping merge method using [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha) | |
| * [NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO) | |
| * [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: | |
| model: | |
| path: senseable/WestLake-7B-v2 | |
| dtype: bfloat16 | |
| merge_method: task_swapping | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: berkeley-nest/Starling-LM-7B-alpha | |
| parameters: | |
| diagonal_offset: 2.0 | |
| weight: 0.72 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: openchat/openchat-3.5-0106 | |
| parameters: | |
| diagonal_offset: 4.0 | |
| random_mask: 0.166 | |
| random_mask_seed: 19519.0 | |
| weight: 0.4 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: NousResearch/Nous-Hermes-2-Mistral-7B-DPO | |
| parameters: | |
| diagonal_offset: 4.0 | |
| random_mask: 0.125 | |
| random_mask_seed: 990090.0 | |
| weight: 0.666 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: senseable/WestLake-7B-v2 | |
| ``` | |