| base_model: | |
| - microsoft/Phi-3-mini-128k-instruct | |
| - microsoft/Phi-3-mini-4k-instruct | |
| - microsoft/Phi-3.5-mini-instruct | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # output-model-directory | |
| 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 [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [microsoft/Phi-3-mini-128k-instruct](https://huggingface.co/microsoft/Phi-3-mini-128k-instruct) | |
| * [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: "microsoft/Phi-3.5-mini-instruct" | |
| parameters: | |
| weight: 1.0 | |
| - model: "microsoft/Phi-3-mini-4k-instruct" | |
| parameters: | |
| weight: 0.6 | |
| - model: "microsoft/Phi-3-mini-128k-instruct" | |
| parameters: | |
| weight: 0.3 | |
| base_model: "microsoft/Phi-3.5-mini-instruct" | |
| merge_method: task_arithmetic | |
| dtype: float16 | |
| ``` | |