---
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: 0.5
  - model: "microsoft/Phi-3-mini-4k-instruct"
    parameters: 
      weight: 0.3
  - model: "microsoft/Phi-3-mini-128k-instruct"
    parameters: 
      weight: 0.2
base_model: "microsoft/Phi-3.5-mini-instruct"
merge_method: task_arithmetic
dtype: float16

```