---
base_model:
- Qwen/Qwen2.5-7B-Instruct
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
inference: true
language:
  - en
widget:
  - messages:
      - role: user
        content: こんにちは！
  - messages:
      - role: user
        content: ドラゴンフルーツは何科ですか？
  - messages:
      - role: user
        content: hello!
---
# merge

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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) as a base.

### Models Merged

The following models were included in the merge:


### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: Qwen/Qwen2.5-7B-Instruct
        layer_range: [0, 7]
      - model: Qwen/Qwen2.5-7B-Instruct
        layer_range: [7, 14]
      - model: Qwen/Qwen2.5-7B-Instruct
        layer_range: [14, 21]
      - model: Qwen/Qwen2.5-7B-Instruct
        layer_range: [21, 28]
merge_method: model_stock
base_model: Qwen/Qwen2.5-7B-Instruct
dtype: bfloat16
```