| base_model: | |
| - mistralai/Mistral-7B-Instruct-v0.2 | |
| 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 [linear](https://arxiv.org/abs/2203.05482) merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| dtype: float16 | |
| merge_method: linear | |
| slices: | |
| - sources: | |
| - layer_range: [0, 8] | |
| model: mistralai/Mistral-7B-Instruct-v0.2 | |
| parameters: | |
| weight: 0.33 | |
| - layer_range: [8, 16] | |
| model: mistralai/Mistral-7B-Instruct-v0.2 | |
| parameters: | |
| weight: 0.33 | |
| - layer_range: [16, 24] | |
| model: mistralai/Mistral-7B-Instruct-v0.2 | |
| parameters: | |
| weight: 0.25 | |
| - layer_range: [24, 32] | |
| model: mistralai/Mistral-7B-Instruct-v0.2 | |
| parameters: | |
| weight: 0.09 | |
| ``` | |