| base_model: | |
| - senseable/WestLake-7B-v2 | |
| - NousResearch/Yarn-Mistral-7b-128k | |
| 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 [NousResearch/Yarn-Mistral-7b-128k](https://huggingface.co/NousResearch/Yarn-Mistral-7b-128k) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: | |
| model: | |
| path: NousResearch/Yarn-Mistral-7b-128k | |
| dtype: bfloat16 | |
| merge_method: task_swapping | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: senseable/WestLake-7B-v2 | |
| parameters: | |
| weight: 0.666 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: NousResearch/Yarn-Mistral-7b-128k | |
| ``` | |