---
base_model:
- lightblue/Karasu-DPO-7B
- Qwen/Qwen2.5-Coder-7B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# 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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [Qwen/Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [lightblue/Karasu-DPO-7B](https://huggingface.co/lightblue/Karasu-DPO-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: Qwen/Qwen2.5-Coder-7B-Instruct
    parameters:
      weight: 0.5
  - model: lightblue/Karasu-DPO-7B
    parameters:
      weight: 0.5
merge_method: task_arithmetic
base_model: Qwen/Qwen2.5-Coder-7B-Instruct
parameters:
    normalize: true
dtype: float16


```