---
base_model:
- Alelcv27/Qwen2.5-7B-Math-CoT
- Qwen/Qwen2.5-7B-Instruct
- Alelcv27/Qwen2.5-7B-Code-v2
library_name: transformers
tags:
- mergekit
- merge

---
# Qwen2.5-7B-Breadcrumbs-Test

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 Breadcrumbs](https://arxiv.org/abs/2312.06795) 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:
* [Alelcv27/Qwen2.5-7B-Math-CoT](https://huggingface.co/Alelcv27/Qwen2.5-7B-Math-CoT)
* [Alelcv27/Qwen2.5-7B-Code-v2](https://huggingface.co/Alelcv27/Qwen2.5-7B-Code-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: Qwen/Qwen2.5-7B-Instruct
dtype: float16
merge_method: breadcrumbs
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 28]
        model: Alelcv27/Qwen2.5-7B-Math-CoT
        parameters:
          weight: 0.8
      - layer_range: [0, 28]
        model: Alelcv27/Qwen2.5-7B-Code-v2
        parameters:
          weight: 0.8
      - layer_range: [0, 28]
        model: Qwen/Qwen2.5-7B-Instruct
parameters:
  density: 0.9
  gamma: 0.01
  normalize: 1.0
```