| base_model: | |
| - Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B | |
| - son-of-man/HoloViolet-7B-test3 | |
| - alpindale/Mistral-7B-v0.2-hf | |
| - localfultonextractor/Erosumika-7B-v3 | |
| 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 arithmetic](https://arxiv.org/abs/2212.04089) merge method using [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B](https://huggingface.co/Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B) | |
| * [son-of-man/HoloViolet-7B-test3](https://huggingface.co/son-of-man/HoloViolet-7B-test3) | |
| * [localfultonextractor/Erosumika-7B-v3](https://huggingface.co/localfultonextractor/Erosumika-7B-v3) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: | |
| model: | |
| path: alpindale/Mistral-7B-v0.2-hf | |
| dtype: bfloat16 | |
| merge_method: task_arithmetic | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: alpindale/Mistral-7B-v0.2-hf | |
| parameters: | |
| weight: 0.3 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: son-of-man/HoloViolet-7B-test3 | |
| parameters: | |
| weight: 0.2 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: localfultonextractor/Erosumika-7B-v3 | |
| parameters: | |
| weight: 0.3 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B | |
| parameters: | |
| weight: 0.2 | |
| ``` | |