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

---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). Requires fine-tuning.

## Merge Details
### Merge Method

This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B) as a base.

### Models Merged

The following models were included in the merge:
* [Qwen/Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
* [Qwen/Qwen2.5-Math-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct)
* [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Qwen/Qwen2.5-7B
    # No parameters necessary for base model
  - model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      density: 0.6
      weight: 0.62
  - model: Qwen/Qwen2.5-Coder-7B-Instruct
    parameters:
      density: 0.56
      weight: 0.58
  - model: Qwen/Qwen2.5-Math-7B-Instruct
    parameters:
      density: 0.6
      weight: 0.56
merge_method: dare_ties
base_model: Qwen/Qwen2.5-7B
dtype: bfloat16

```