| --- |
| base_model: |
| - Open-Orca/Mistral-7B-OpenOrca |
| - mistralai/Mistral-7B-v0.1 |
| library_name: transformers |
| tags: |
| - mergekit |
| - merge |
| - mixtral |
| license: apache-2.0 |
| language: |
| - en |
| --- |
| # merged_model |
| |
| 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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. |
| |
| ### Models Merged |
| |
| The following models were included in the merge: |
| * [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) |
| * [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) |
| |
| ### Configuration |
| |
| The following YAML configuration was used to produce this model: |
| |
| ```yaml |
| base_model: mistralai/Mistral-7B-v0.1 |
| dtype: float16 |
| merge_method: slerp |
| parameters: |
| t: |
| - filter: self_attn |
| value: |
| - 0 |
| - 0.5 |
| - 0.3 |
| - 0.7 |
| - 1 |
| - filter: mlp |
| value: |
| - 1 |
| - 0.5 |
| - 0.7 |
| - 0.3 |
| - 0 |
| - value: 0.5 |
| slices: |
| - sources: |
| - layer_range: |
| - 0 |
| - 32 |
| model: mistralai/Mistral-7B-v0.1 |
| - layer_range: |
| - 0 |
| - 32 |
| model: Open-Orca/Mistral-7B-OpenOrca |
| |
| ``` |
